Text Analytics on Amazon Electronics Product Reviews

Deepshikha Purwar

Sthanu Ramakrishnan

import pandas as pd
import numpy as np
import gzip

import re
from nltk.tokenize import word_tokenize # tokenize a document into words
from nltk.tokenize import sent_tokenize # tokenize a document into sentences
from collections import Counter
from nltk.corpus import stopwords
from nltk.stem import WordNetLemmatizer
from nltk.stem import SnowballStemmer
snowball_stemmer = SnowballStemmer("english")

import nltk

from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.cluster import KMeans

from nltk import FreqDist
import spacy
import gensim
from gensim import corpora
from gensim.models import CoherenceModel

# libraries for Text Clustering visualization
import pyLDAvis
import pyLDAvis.gensim

from pprint import pprint
import os
import glob # finds all the pathnames matching a specified pattern according to the rules used by the Unix shell

import matplotlib.pyplot as plt
import seaborn as sns

import plotly.plotly as py # For interactive visualization
import plotly.graph_objs as go
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
# We need to initiate the Plotly Notebook.
init_notebook_mode(connected=True) # For plotting graphs offline inside a Jupyter Notebook Environment. 
import cufflinks as cf # Plotting Offline with Cufflinks
cf.go_offline() # For offline use
# Cufflinks Tutorials : https://github.com/juinc/python_data_science_and_machine_learning_bootcamp/blob/master/Python-for-Data-Visualization/Plotly%20and%20Cufflinks/Plotly%20and%20Cufflinks.ipynb

import string
from datetime import datetime

import itertools # Useful for changing a 2D to 1D array - for creating a vocabulary of words from all the reviews
from sklearn.feature_extraction.text import CountVectorizer

# For Machine Learning Model and Evaluation
from sklearn.svm import SVC
from sklearn.model_selection import GridSearchCV
from sklearn.model_selection import train_test_split
from sklearn.metrics import confusion_matrix
from sklearn.metrics import classification_report

from sklearn.naive_bayes import GaussianNB
from sklearn.metrics import accuracy_score

# Seed for reproducibility
SEED = 1

C:\ProgramData\Anaconda3\lib\site-packages\gensim\utils.py:1197: UserWarning: detected Windows; aliasing chunkize to chunkize_serial
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C:\ProgramData\Anaconda3\lib\site-packages\past\types\oldstr.py:33: DeprecationWarning: invalid escape sequence \d
  """

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%%time
# Code Reference : http://jmcauley.ucsd.edu/data/amazon/
# Importing the data as a Pandas Dataframe
def parse(path):
  g = gzip.open(path, 'rb')
  for l in g:
    yield eval(l)

def getDF(path):
  i = 0
  df = {}
  for d in parse(path):
    df[i] = d
    i += 1
  return pd.DataFrame.from_dict(df, orient='index')

electronics_reviews = getDF('reviews_Electronics_5.json.gz')
# electronics_reviews = pd.read_json('Electronics_5.json', lines=True)

Wall time: 1min 58s

# to view full content of all cells in the dataframe
# pd.set_option('display.max_colwidth', -1)

Looking at the Data and Datatypes¶

electronics_reviews.sample(n=1)

# Number of Rows and Columns
electronics_reviews.shape

(1689188, 9)

# Columns
electronics_reviews.columns.tolist()

['reviewerID',
 'asin',
 'reviewerName',
 'helpful',
 'reviewText',
 'overall',
 'summary',
 'unixReviewTime',
 'reviewTime']

electronics_reviews.dtypes

reviewerID         object
asin               object
reviewerName       object
helpful            object
reviewText         object
overall           float64
summary            object
unixReviewTime      int64
reviewTime         object
dtype: object

# Dropping null rows
electronics_reviews.dropna()
electronics_reviews.shape

(1689188, 9)

# Adding New Column ReviewTime which convert unixReviewTime into normal datetime format
electronics_reviews['ReviewTime'] =  pd.to_datetime(electronics_reviews['unixReviewTime'],unit='s')

electronics_reviews['ReviewTime'].dtypes

dtype('<M8[ns]')

# For testing purpose
# electronics_reviews['ReviewTimeLen'] = electronics_reviews.apply(lambda row: len(str(row['ReviewTime'])), axis=1)
# electronics_reviews.sample(n=10)

# Combining Summary and ReviewText to form a single column 'review'
electronics_reviews['review'] = electronics_reviews['summary'] + ' ' + electronics_reviews['reviewText']

# Separate out upvotes and downvotes from 'helpful'
votes = list(zip(*list(electronics_reviews['helpful'].values)))
electronics_reviews['upvotes'] = np.array(votes[0])
electronics_reviews['downvotes'] = np.array(votes[1])

# Dropping columns which are not useful anymore
unnecessary_columns = ['reviewTime','unixReviewTime','helpful','summary','reviewText']
electronics_reviews.drop(columns=unnecessary_columns, inplace=True)

# Dimension of the new data frame
electronics_reviews.shape

(1689188, 8)

# Creating a sample subset dataframe with 10 records to test the Python commands
sample = electronics_reviews[0:10]
sample.shape

(10, 8)

Simple Statistics on electronics_reviews dataset¶

# No. of Distinct Products on which Reviews are present (Identified by column 'asin')
len(electronics_reviews.asin.unique())

63001

electronics_reviews.describe()

# To display the values in non-scientific notation
np.set_printoptions(formatter={'float': '{: 0.3f}'.format})

electronics_reviews.describe()

electronics_reviews.describe(include='object')

Meta Dataset - Dataset of the product details¶

# This is the code used to import the meta data. This dataset is important to know what each asin is. 
# Will let us know the specific product that has got more reviews etc instead of just knowing the popular asin
# %%time
# Code Reference : http://jmcauley.ucsd.edu/data/amazon/

def parse(path):
  g = gzip.open(path, 'rb')
  for l in g:
    yield eval(l)

def getDF(path):
  i = 0
  df = {}
  for d in parse(path):
    df[i] = d
    i += 1
  return pd.DataFrame.from_dict(df, orient='index')

electronics_meta = getDF('meta_Electronics.json.gz')

electronics_meta.shape

(498196, 9)

electronics_meta.sample(n=1)

electronics_meta.describe()

electronics_meta['asin'].describe()

count         498196
unique        498196
top       B00BTH6XIQ
freq               1
Name: asin, dtype: object

Merging the data¶

# Joining the electronics_reviews and electronics_meta datasets using the common column "asin"
merged_data = pd.merge(electronics_reviews, electronics_meta, how='left', on='asin')

# Retaining only the required columns
merged_data = merged_data[['asin', 'title', 'categories', 'price', 'description', 'reviewerID', 'reviewerName', 'overall', 'ReviewTime', 'review', 'upvotes', 'downvotes']]

merged_data.shape

(1689188, 12)

# Displaying the first and last rows
merged_data.iloc[[0,-1]]

merged_data.dtypes

asin                    object
title                   object
categories              object
price                  float64
description             object
reviewerID              object
reviewerName            object
overall                float64
ReviewTime      datetime64[ns]
review                  object
upvotes                  int32
downvotes                int32
dtype: object

Exploratory Data Analysis¶

# Finding the number of unique reviewers
len(merged_data.reviewerID.unique())
merged_data.groupby(["reviewerID"]).size().sort_values(ascending=False).head(10)

reviewerID
ADLVFFE4VBT8      431
A3OXHLG6DIBRW8    407
A6FIAB28IS79      367
A680RUE1FDO8B     352
A5JLAU2ARJ0BO     351
A1ODOGXEYECQQ8    333
A36K2N527TXXJN    281
ARBKYIVNYWK3C     267
A25C2M3QF9G7OQ    261
AWPODHOB4GFWL     260
dtype: int64

# Checking if the the same Name is used by more than once reviewerId. The result shows "Yes"
len(merged_data.reviewerName.unique())
merged_data.groupby(["reviewerName"]).size().sort_values(ascending=False).head(10)

reviewerName
Amazon Customer    26961
Mike                2340
Chris               2127
John                2116
David               1679
Michael             1604
Mark                1576
Steve               1504
Dave                1486
Scott               1271
dtype: int64

# https://medium.com/jbennetcodes/how-to-rewrite-your-sql-queries-in-pandas-and-more-149d341fc53e
# https://pandas.pydata.org/pandas-docs/stable/getting_started/comparison/comparison_with_sql.html
# Finding the Number of Reviews posted by each reviewerID and the details of ratings they have given for the products
reviewer_agg = merged_data.groupby(["reviewerID"], as_index=False).agg({'overall': [np.size, np.mean, np.max, np.min]})
# Dropping the first column level "overall"
reviewer_agg.columns = reviewer_agg.columns.droplevel(0)
# Retaining only the top 10 ReviewerIds who have written the most reviews. We are using this data for our visualization
reviewer_agg = reviewer_agg.sort_values(['size'],ascending=False).head(10)
# ReviewerId Column name is missing since we grouped by "reviewerID" in the first command of the cell
reviewer_agg = reviewer_agg.rename(columns={ reviewer_agg.columns[0]: "reviewerID" })
# Reset the index values
reviewer_agg = reviewer_agg.reset_index(drop=True)
# Getting the reviewerName details from the merged_data
reviewer_agg = pd.merge(reviewer_agg, merged_data[['reviewerID', 'reviewerName']], how='inner', on='reviewerID')
# Removing duplicated records in the new dataset
reviewer_agg = reviewer_agg.drop_duplicates()
reviewer_agg = reviewer_agg.dropna()
reviewer_agg

# Reviewer with most reviews as bar chart and colour of the bar based on ratings they have given
# Create new df with reviewerid and overall columns of the top 10 reviewers
# One hot encode the overall column 
# Stacked Bar Chart

reviewer_agg1 = merged_data[merged_data.reviewerID.isin(list(reviewer_agg['reviewerID']))].loc[:, ['reviewerID','overall']]
reviewer_agg1.shape
reviewer_agg1=pd.get_dummies(reviewer_agg1, prefix=['overall'], columns=['overall'])
reviewer_agg1.head()
reviewer_agg1 = reviewer_agg1.groupby(["reviewerID"], as_index=False).agg({'overall_1.0': [np.sum],
                                                                         'overall_2.0': [np.sum],
                                                                         'overall_3.0': [np.sum],
                                                                         'overall_4.0': [np.sum],
                                                                         'overall_5.0': [np.sum]})
reviewer_agg1.columns = reviewer_agg1.columns.droplevel(0)
reviewer_agg1.columns = ['reviewerID','1','2','3','4','5']
reviewer_agg1['total'] = reviewer_agg1.sum(axis=1)
reviewer_agg1 = reviewer_agg1.sort_values(by='total',ascending=False)
reviewer_agg1

# https://github.com/DataSolveProblems/Python-Data-Visualizatin/blob/master/matplotlib/Stacked%20Bar/StackedBar.py
indx = np.arange(len(reviewer_agg1)) # returns array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
indx = indx[::-1] #reverses the array
plt.figure(figsize=(15,7))
barWidth = 0.75
#Add plots for each rating
graph1 = plt.barh(y=indx, width=reviewer_agg1['1'], height=barWidth)
graph2 = plt.barh(y=indx, width=reviewer_agg1['2'], height=barWidth, left=reviewer_agg1['1'])
graph3 = plt.barh(y=indx, width=reviewer_agg1['3'], height=barWidth, left=reviewer_agg1['1']+reviewer_agg1['2'])
graph4 = plt.barh(y=indx, width=reviewer_agg1['4'], height=barWidth, left=reviewer_agg1['1']+reviewer_agg1['2']+reviewer_agg1['3'])
graph5 = plt.barh(y=indx, width=reviewer_agg1['5'], height=barWidth, left=reviewer_agg1['1']+reviewer_agg1['2']+reviewer_agg1['3']+reviewer_agg1['4'])

plt.xlabel('Number of reviews', fontsize=16)
plt.ylabel('ReviewerID', fontsize=16)
plt.title('Split-up of Ratings provided by top 10 reviewers for products', fontsize=18)
plt.yticks(indx, reviewer_agg1['reviewerID'])
plt.legend([1,2,3,4,5], fontsize=14, title='Overall_Rating', title_fontsize=14)

#Adding text to each bar of the plot
# https://stackoverflow.com/questions/21397549/stack-bar-plot-in-matplotlib-and-add-label-to-each-section-and-suggestions
#get a array with the ratings values. 10 rows & 5 columns
text_values = reviewer_agg1[['1','2','3','4','5']].values.astype('int') 
patch_handles = [graph1,graph2,graph3,graph4,graph5] # collection of bar geometrics.
for j in range(len(patch_handles)):
    for i, patch in enumerate(patch_handles[j].get_children()): # Access each bar. 10 rows, 5 in each row. Total = 50 bars
        bl = patch.get_xy() #get position of the bar
        x = 0.5*patch.get_width() + bl[0] # set x position of the text
        y = 0.45*patch.get_height() + bl[1] # set x position of the text
        plt.text(x,y, (text_values[i,j]), ha='center', fontsize=14) # plot the text

# Adding the total to end of each stacked bar
total = reviewer_agg1['total'].values.astype('int') #get array of total values (count of reviews)
total = total[::-1] #reverses the array
for i, v in enumerate(total):
    plt.text(v, i-0.15, str(v), fontweight='bold', fontsize=14)
plt.show()

ax = reviewer_agg1[['reviewerID','1','2','3','4','5']].plot(kind='bar',stacked=True, figsize=(12,7))
plt.title('Splitup of Ratings provided by reviewers for products')
plt.xlabel('Reviewers')
plt.ylabel('Overall Ratings given by the reviewers for the product')

indx = np.arange(len(reviewer_agg1))
plt.xticks(indx, reviewer_agg1['reviewerID'], rotation=45)

plt.show

<function matplotlib.pyplot.show(*args, **kw)>

# Top 10 Products with the most reviews
Most_Reviewed_Prod = pd.DataFrame(merged_data.groupby('title')
                                  .size()
                                  .sort_values(ascending=False)
                                  .head(10))
Most_Reviewed_Prod

# Product with most 5 Star Overall Ratings
popular_prod = pd.DataFrame(merged_data[merged_data.overall == 5]
                            .groupby('title')
                            .size()
                            .sort_values(ascending=False)
                            .head(10))
popular_prod

# Product with most 1 Star Overall Ratings
poor_prod = pd.DataFrame(merged_data[merged_data.overall == 1]
                            .groupby('title')
                            .size()
                            .sort_values(ascending=False)
                            .head(10))
poor_prod

Some votes which has many number of upvotes has similar number of downvotes. These reviews cannot be counted as useful reviews.

# Comparing the erelationship between upvotes and downvotes using Seaborn Scatter Plot
sns.regplot(x='upvotes', y='downvotes', data=merged_data.sample(1000)).set_title('Upvotes vs Downvotes') 
#running for a sample of 1000 for convenience.

C:\ProgramData\Anaconda3\lib\site-packages\scipy\stats\stats.py:1713: FutureWarning:

Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.

Text(0.5, 1.0, 'Upvotes vs Downvotes')

merged_data['upvotes'].describe()

count    1.689188e+06
mean     3.160563e+00
std      3.896195e+01
min      0.000000e+00
25%      0.000000e+00
50%      0.000000e+00
75%      1.000000e+00
max      3.073500e+04
Name: upvotes, dtype: float64

# Plotting the difference between upvotes and downvotes in the last 2 years of the data : 2012-2014
# And upvotes and downvotes is not 0
last_2 = merged_data[(merged_data['ReviewTime'] >= '2012-1-1') 
                     & (merged_data['upvotes'] > 0) 
                     & (merged_data['downvotes'] > 0)].head(100) #Running only the first 100 records for convenience.
last_2 = last_2.set_index('ReviewTime')
last_2 = last_2.sort_values('ReviewTime', ascending=True)
last_2[['upvotes','downvotes']].iplot(kind='spread'
                                      , title="Difference between upvotes and downvotes for sample data"
                                      , world_readable=True
                                      , xTitle="Time"
                                      , yTitle="Number of upvotes and downvotes")
# layout=go.Layout(, xaxis={'title':'x1'}, yaxis={'title':'x2'})

# Top 2 Reviews with most number of (upvotes-downvotes)
# merged_data.
# merged_data.sort_values('upvotes',ascending=False).head(1)

# Top Reviews with most number of downvotes

# Grouping the reviews based on Number of reviews per day
timeseries_data = merged_data.groupby(["ReviewTime"], as_index=False).size().to_frame(name = 'count').reset_index()
timeseries_data.head()

electronics_reviews[electronics_reviews.ReviewTime.isin(['2014-01-07'])].shape[0]

3051

timeseries_data.iplot(x='ReviewTime'
                      , y='count'
                      , title='How the number of reviews have evolved over years'
                      , world_readable=True
                      , xTitle="Year"
                      , yTitle="Number of reviews")

# Adding New Column which shows Day of the week of ReviewTime. 1=Monday, 7=Sunday
timeseries_data['week'] = timeseries_data["ReviewTime"].apply(lambda x: x.isoweekday())
timeseries_data.head()

timeseries_data['week'] = timeseries_data["ReviewTime"].apply(lambda x: x.isoweekday())
week = timeseries_data.groupby(["week"], as_index=False).agg({'count': [np.sum]})
# Dropping the first column level "overall"
week.columns = week.columns.droplevel(1)
week.iloc[:,0] = ["Monday","Tuesday","Wednesday","Thursday","Friday","Saturday","Sunday"]
week

# Day of the week when most reviews are made 
# (May be from different timezones but can help identify patterns based on Unix Start Time)
fig = plt.figure(figsize=(7,4))
plt.scatter(x=week['week'], y=week['count'], s=100, c="green", marker=">")
plt.plot(week['week'], week['count'],'r-') #connect the dots using "r-"
plt.title('Number of reviews on each day of the week')
plt.xlabel('Day of the Week')
plt.ylabel('Number of reviews')
plt.yticks(np.arange(round(min(week['count']),-4), max(week['count'])+10000, 10000)) # Display y co-ordinates
# 'round' to round 210177 to 210000 in the graph
plt.show()

# Customer Ratings Distribution
rating = merged_data['overall'].value_counts()
rating.sort_index(inplace=True)
ax = rating.plot(kind='barh',title='Customer ratings during Review',figsize=(8,4),linewidth=1.5)
plt.xticks(np.arange(0, max(rating)+200000, 200000)) # Display x co-ordinates
for i, v in enumerate(rating):
    ax.text(v, i-0.05, str(v), fontweight='bold')
plt.show()

Cleaning the data¶

merged_data.upvotes.describe()

count    1.689188e+06
mean     3.160563e+00
std      3.896195e+01
min      0.000000e+00
25%      0.000000e+00
50%      0.000000e+00
75%      1.000000e+00
max      3.073500e+04
Name: upvotes, dtype: float64

merged_data.downvotes.describe()

count    1.689188e+06
mean     3.780423e+00
std      4.067347e+01
min      0.000000e+00
25%      0.000000e+00
50%      0.000000e+00
75%      2.000000e+00
max      3.145300e+04
Name: downvotes, dtype: float64

total_votes = merged_data.upvotes + merged_data.downvotes
total_votes.describe()

count    1.689188e+06
mean     6.940986e+00
std      7.956124e+01
min      0.000000e+00
25%      0.000000e+00
50%      0.000000e+00
75%      3.000000e+00
max      6.218800e+04
dtype: float64

More than 50% of the reviews doesn't have any votes at all. We are interested only in reviews which has votes since we are trying to predict the helpfulness of the reviews based on the votes it has received. Hence removing reviews where the number of upvotes+downvotes is less than or equal to 5.

# Finding the distribution of number of reviews for each product
merged_data.groupby('asin').size().describe()

count    63001.000000
mean        26.812082
std         75.821107
min          5.000000
25%          7.000000
50%         11.000000
75%         22.000000
max       4915.000000
dtype: float64

There 63001 unique products for which there are reviews. About 50% of the the reviews are of products whose total number of reviews is less than 10. Hence removing reviews of products which has less than 10 reviews.

# Keeping only a subset of the data on which we are going to perform text analytics
def essential_dataset(data):
    
#     Retaing only reviews which has atleast 10 votes (both positive and negative)
    data.drop(data[data.upvotes + data.downvotes <= 5].index, inplace=True)

#     Retaining reviews of products for which there is atleast 10 reviews.
    product_review_count = data['asin'].value_counts()
    unpopular_products = product_review_count[product_review_count <= 10].index
    data.drop(data[data['asin'].isin(unpopular_products)].index, inplace=True)
    
    return data

essential_dataset(electronics_reviews)

electronics_reviews.shape

(132921, 8)

# Resetting Index to start from 0 and end at 132920
electronics_reviews = electronics_reviews.reset_index(drop=True)

# Plotting the difference between upvotes and downvotes when number of votes is less than 5000
less_5k = electronics_reviews[electronics_reviews['upvotes'] <= 5000]
less_5k[['upvotes','downvotes']].iplot(kind='spread'
                                        , title="Difference between upvotes and downvotes for data where number of votes is less than 5000"
                                        , world_readable=True
                                        , xTitle="Index Number of the record in the dataset"
                                        , yTitle="Number of upvotes and downvotes")

Tokenizing the Review Text & Deriving New Columns¶

def text_transformation(data):
# Tokenizing the reviews into sentences
#     data['tokenized_sentenses'] = data.apply(lambda row: sent_tokenize(row['review']), axis=1)
#     Count the number of sentence in each Review and store it in a new column 'sentence_count'
    data['sentence_count'] = data.apply(lambda row: sent_tokenize(row['review']), axis=1).apply(lambda x: len(x))
    
#   List the Strong Words useful for cleaning later. Single letter words like 'I', 'A' will be ignored.
    data['strong_words'] = data.apply(lambda row: re.findall(r"\b[A-Z][A-Z]+\b",row['review']), axis=1)  
    
#   Number of words that were written in uppercase in the reviews (STRONG words)
    data['strong_count'] = data['strong_words'].apply(lambda x: len(x))
#     data['strong_count'] = data.apply(lambda row: len(map(str.isupper, row['review'].split())),axis=1)

#   Count the number of '#', '!', '?' in each Review and store it in a new column 'symbol_count'
    data['symbol_count'] = data.apply(lambda row: re.findall(r"[\#\!\?]",row['review']), axis=1).apply(lambda x: len(x))
    
#   Review Helpfulness - Boolean variable, 1 if Upvotes is atleast 60% of the total votes
    data['helpful_review'] = data.apply(lambda row: 1 if row['upvotes'] > 0.6*row['downvotes'] else 0, axis=1)
    
    return data

def review_words_transformation(data):
#     Word Tokenize the reviews
    data['temp'] = data.apply(lambda row: word_tokenize(row['review']), axis=1)
    
#     Convert the tokens into lowercase
    data['temp'] = data.apply(lambda row: [t.lower() for t in row['temp']], axis=1)
    
#     Retain only alphabetic_words
    data['temp'] = data.apply(lambda row: [t for t in row['temp'] if t.isalpha()], axis=1)    
    
#     Remove all stop words
    data['temp'] = data.apply(lambda row: [t for t in row['temp'] if t not in stopwords.words('english')], axis=1) 
    
#     Instantiate the WordNetLemmatizer
    wordnet_lemmatizer = WordNetLemmatizer()
# In general, stemming stripping affixes such as ‘ed’, ‘ing’, ‘tion’ etc. Ex. stemming ‘walked’ returns walk. 
# But a more intelligent way of cleaning text data is by lemmatization. 
# In lemmatization words are converted to its root words using a dictionary. Ex. lemmatizing ‘is’ returns ‘be’. 
# Hence we have used lemmatization in our cleaning process.

#     Lemmatize all tokens 
    data['temp'] = data.apply(lambda row: [wordnet_lemmatizer.lemmatize(t) for t in row['temp']], axis=1)
    
#     Stored Counter of tokenized words
    data['word_count'] = data.apply(lambda row: Counter(row['temp']), axis=1)
      
#     Number of records for which 'review_words_transformation' function is to be run
    return data

# Alternative Way to clean the data
# Removing punctuations : https://stackoverflow.com/questions/34293875/how-to-remove-punctuation-marks-from-a-string-in-python-3-x-using-translate
# from the string library 'string.punctuation' returns this '!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~'
punct_remover = str.maketrans('','',string.punctuation)
# We will use the 'punct_remover' in our extract_words function

def extract_words(sentence):
# need not be used since they are words present in stop words
    ignore_words = ['a', 'an', 'is']
# removes numbers from the text. abc123 is changed to abc 
    sentence_nodigits = re.sub("\d+", "", sentence)
# same as word_tokenize function
    words = re.sub("[^\w]", " ",  sentence_nodigits).split() 
# already done as part of the function review_words_transformation
    words_cleaned = [w.lower() for w in words if w not in ignore_words]
# Removing punctuations already done in review_words_transformation by isalpha
    words_punct = [w.translate(punct_remover) for w in words_cleaned]
    #words_digits = ' '.join((w for w in words_punct if not w.isdigit()))
    #words_alpha = [w for w in words_digits if w.isalpha()] 
    words_stop = [w for w in words_punct if w not in stopwords.words('english')]
    #wordnet_lemmatizer = WordNetLemmatizer()
    #words_lemme = [wordnet_lemmatizer.lemmatize(w) for w in words_stop]
    #words_stem = [snowball_stemmer.stem(w) for w in words_stop]
    words_len = [word for word in words_stop if len(word) > 2]
    return words_len

Running the functions for Tokenization and Creating New Columns on the Subset dataframe¶

# Creating a subset dataframe to work on
subset = electronics_reviews[0:10000]
subset.shape

(10000, 8)

# Adding New columns to the subset table
new_columns=electronics_reviews.columns.tolist()+['sentence_count','strong_words','strong_count','symbol_count','helpful_review','temp','word_count']
subset = subset.reindex(columns = new_columns)

# First and Last Record of the current subset.
subset.iloc[[0, -1]]

%%time
text_transformation(subset)

Wall time: 8.66 s

%%time
review_words_transformation(subset)

Wall time: 9min 50s

# If 'review_words_transformation' function is successfully implemented in the subset, the value will be 0.
subset[subset["word_count"].isnull()].shape[0]

0

# Preparing the dataset to be saved
subset = subset[['asin', 'overall', 'reviewerID', 'reviewerName', 'ReviewTime', 'upvotes', 'downvotes', 'word_count', 'sentence_count', 'strong_words', 'strong_count', 'symbol_count', 'helpful_review']]

subset.shape

(10000, 13)

subset.dtypes

asin              object        
overall           float64       
reviewerID        object        
reviewerName      object        
ReviewTime        datetime64[ns]
upvotes           int32         
downvotes         int32         
word_count        object        
sentence_count    int64         
strong_words      object        
strong_count      int64         
symbol_count      int64         
helpful_review    int64         
dtype: object

# Finding all the subset electronics_reviews csv files
files = glob.glob('electronics_reviews*.csv')
len(files)

14

# Extract "electronics_reviews" from files[0]
new_filename = re.search(r"[A-Za-z+_]+", files[0])[0]

# Create new file name by adding len+1 to the current electronics_reviews.csv list
# i.e, if there are already 5 csv files starting with "electronics_reviews", 
# the filename of the new file to be created will be electronics_reviews6.csv
new_filename = str(new_filename) + str(len(files)+1) + '.csv'
new_filename

'electronics_reviews14.csv'

# Saving the dataset
subset.to_csv(new_filename)

# Add newly created csv file to the list
files = files + [new_filename]
files

['electronics_reviews.csv',
 'electronics_reviews1.csv',
 'electronics_reviews10.csv',
 'electronics_reviews11.csv',
 'electronics_reviews12.csv',
 'electronics_reviews13.csv',
 'electronics_reviews2.csv',
 'electronics_reviews3.csv',
 'electronics_reviews4.csv',
 'electronics_reviews5.csv',
 'electronics_reviews6.csv',
 'electronics_reviews7.csv',
 'electronics_reviews8.csv',
 'electronics_reviews9.csv']

Combining all the subset csv files to create a single dataset to be used for the model¶

# Intialize df with first file : electronics_reviews1.csv
df = pd.read_csv(files[0])
del files[0] # Delete 'electronics_reviews.csv' from the list, so that we don't append it.

for f in files:
    df_temp = pd.read_csv(f)
    df = pd.concat([df,df_temp])

df['ReviewTime'] =  pd.to_datetime(df['ReviewTime'])
df.dtypes

Unnamed: 0        int64         
asin              object        
overall           float64       
reviewerID        object        
reviewerName      object        
ReviewTime        datetime64[ns]
upvotes           int64         
downvotes         int64         
word_count        object        
sentence_count    int64         
strong_words      object        
strong_count      int64         
symbol_count      int64         
helpful_review    int64         
dtype: object

df.shape

(132920, 14)

df = df.reset_index(drop=True)

df.iloc[[0, -1]]

df.to_csv('electronics_reviews.csv')

Creating CounterVectorizer and Creating New Columns from the words present in the review¶

df = pd.read_csv('electronics_reviews.csv', engine='python', encoding='utf-8', usecols=range(2,15))
df.iloc[[0, -1]]

df.shape

(132920, 13)

def transform_word_count(text): # If text= "Counter({'first_word': 2, 'second_word': 1"
    words = re.findall(r'\'(.+?)\'',text) # returns ['first_word','second_word']
    n = re.findall(r"\d+",text) #returns ['2','1']
    result = []
    for i in range(len(words)): # goal is to obtain ['first_word', 'first_word', 'second_word']
        for j in range(int(n[i])):
            result.append(words[i])
    return result

def find_no_of_words(text): # If text= "Counter({'first_word': 2, 'second_word': 1"
    n = re.findall(r"\d+",text) #returns ['2','1']
    # Code Reference : https://stackoverflow.com/questions/7368789/convert-all-strings-in-a-list-to-int
    n = list(map(int, n)) #returns [2,1]
    return sum(n)

# Change the column name from 'word_count' to 'word_counter'
df.rename(columns={'word_count':'word_counter'}, inplace=True) #https://cmdlinetips.com/2018/03/how-to-change-column-names-and-row-indexes-in-pandas/

# Creating a new column word_count that has the number of cleaned words in the review
df['word_count'] = df.apply(lambda row: find_no_of_words(row['word_counter']), axis=1)
df.head(n=1)

# Modifying the word_counter to the desired format of text and storing it as a new variable 'modified_review_text'
df['modified_review_text'] = df.apply(lambda row: transform_word_count(row['word_counter']), axis=1)
df.head(n=1)

df['modified_review_text'].head(n=1)

0    [mount, mount, mount, mount, wall, wall, wall, arm, arm, tight, tight, joint, joint, fairly, good, everything, supposed, piece, attache, overly, long, made, easier, space, needed, issue, saw, initially, moved, around, install, loosened, point, take, included, allen, wrench, tighten]
Name: modified_review_text, dtype: object

# Reference : https://stackoverflow.com/questions/29244286/how-to-flatten-a-2d-list-to-1d-without-using-numpy
# Creating a vocabulary of words from all the reviews using the itertools library by joining all modified_review_text values
vocabulary = list(itertools.chain.from_iterable(df.modified_review_text.tolist()))
vocabulary

['mount',
 'mount',
 'mount',
 'mount',
 'wall',
 'wall',
 'wall',
 'arm',
 'arm',
 'tight',
 'tight',
 'joint',
 'joint',
 'fairly',
 'good',
 'everything',
 'supposed',
 'piece',
 'attache',
 'overly',
 'long',
 'made',
 'easier',
 'space',
 'needed',
 'issue',
 'saw',
 'initially',
 'moved',
 'around',
 'install',
 'loosened',
 'point',
 'take',
 'included',
 'allen',
 'wrench',
 'tighten',
 'hoped',
 'used',
 'samsung',
 'great',
 'easy',
 'installation',
 'appears',
 'strong',
 'although',
 'personally',
 'spent',
 'way',
 'much',
 'tv',
 'risk',
 'leaving',
 'fully',
 'outstretched',
 'little',
 'lag',
 'bolt',
 'long',
 'time',
 'convenient',
 'able',
 'move',
 'away',
 'wall',
 'however',
 'would',
 'feel',
 'comfortable',
 'tilt',
 'swiveling',
 'needed',
 'movement',
 'fluid',
 'easily',
 'pleased',
 'purchase',
 'real',
 'real',
 'clear',
 'clear',
 'level',
 'level',
 'value',
 'money',
 'quality',
 'excellent',
 'instruction',
 'tilt',
 'feature',
 'enough',
 'finished',
 'careful',
 'get',
 'wall',
 'bracket',
 'vertical',
 'using',
 'inch',
 'computer',
 'screen',
 'really',
 'need',
 'reading',
 'everything',
 'needed',
 'plus',
 'lot',
 'extra',
 'hardware',
 'different',
 'situation',
 'mount',
 'mount',
 'mount',
 'screw',
 'screw',
 'screw',
 'wall',
 'wall',
 'wall',
 'amazon',
 'amazon',
 'read',
 'read',
 'bought',
 'bought',
 'two',
 'two',
 'move',
 'move',
 'piece',
 'junk',
 'checked',
 'around',
 'well',
 'site',
 'decided',
 'needed',
 'review',
 'looked',
 'picture',
 'received',
 'today',
 'unpacked',
 'one',
 'instruction',
 'immediately',
 'filled',
 'return',
 'request',
 'heavy',
 'require',
 'yes',
 'six',
 'kidding',
 'tv',
 'lb',
 'stud',
 'damage',
 'necessary',
 'joke',
 'lag',
 'bolt',
 'ever',
 'heard',
 'issue',
 'hard',
 'articulating',
 'reason',
 'expect',
 'able',
 'without',
 'wrench',
 'hand',
 'price',
 'price',
 'mount',
 'mount',
 'work',
 'work',
 'excellent',
 'mounted',
 'rv',
 'hold',
 'lcd',
 'tv',
 'dvd',
 'combo',
 'installation',
 'easy',
 'great',
 'prepared',
 'pay',
 'time',
 'would',
 'wanted',
 'could',
 'happier',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'instruction',
 'instruction',
 'instruction',
 'attach',
 'attach',
 'attach',
 'wall',
 'wall',
 'good',
 'product',
 'poor',
 'used',
 'panasonic',
 'lcd',
 'work',
 'fine',
 'minimal',
 'able',
 'use',
 'supplied',
 'hardware',
 'problem',
 'hanging',
 'per',
 'unit',
 'easy',
 'removed',
 'mounting',
 'plate',
 'pivor',
 'point',
 'took',
 'mounted',
 'lot',
 'easier',
 'ca',
 'ca',
 'beat',
 'price',
 'money',
 'go',
 'wrong',
 'yes',
 'litlle',
 'play',
 'mechanism',
 'adjust',
 'mounting',
 'accomodate',
 'work',
 'great',
 'free',
 'counter',
 'space',
 'would',
 'spend',
 'time',
 'mount',
 'mount',
 'even',
 'even',
 'great',
 'low',
 'cost',
 'love',
 'adjustment',
 'tilt',
 'extension',
 'awesome',
 'hold',
 'sony',
 'fine',
 'fully',
 'extended',
 'bought',
 'another',
 'arm',
 'arm',
 'arm',
 'arm',
 'arm',
 'arm',
 'arm',
 'arm',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'length',
 'length',
 'length',
 'length',
 'length',
 'center',
 'center',
 'samsung',
 'samsung',
 'led',
 'led',
 'limited',
 'limited',
 'space',
 'space',
 'single',
 'single',
 'folded',
 'folded',
 'wall',
 'wall',
 'return',
 'return',
 'beware',
 'consider',
 'good',
 'diyer',
 'installed',
 'problem',
 'year',
 'videsecu',
 'inspite',
 'poor',
 'installation',
 'instruction',
 'carfeully',
 'measured',
 'domensions',
 'fit',
 'new',
 'smarttv',
 'kitchen',
 'mistake',
 'based',
 'diagram',
 'assumed',
 'swinging',
 'double',
 'disaster',
 'installing',
 'mounted',
 'side',
 'noticed',
 'inner',
 'longer',
 'outer',
 'word',
 'fully',
 'towards',
 'centered',
 'looked',
 'awful',
 'know',
 'manufacturer',
 'keep',
 'least',
 'shd',
 'mentioned',
 'major',
 'product',
 'defect',
 'luckily',
 'amazon',
 'able',
 'pay',
 'h',
 'tv',
 'tv',
 'tv',
 'straight',
 'straight',
 'wall',
 'wall',
 'poor',
 'manufacture',
 'fact',
 'pivot',
 'point',
 'mount',
 'built',
 'caused',
 'tilt',
 'slightly',
 'swung',
 'adjustment',
 'make',
 'choice',
 'either',
 'level',
 'pushed',
 'recommend',
 'benefit',
 'though',
 'reasonably',
 'sturdy',
 'easy',
 'install',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'wall',
 'wall',
 'wall',
 'wall',
 'arm',
 'arm',
 'arm',
 'arm',
 'inch',
 'inch',
 'inch',
 'le',
 'le',
 'le',
 'work',
 'work',
 'lcd',
 'lcd',
 'due',
 'due',
 'stud',
 'stud',
 'one',
 'one',
 'screw',
 'screw',
 'sag',
 'sag',
 'weight',
 'weight',
 'sagging',
 'sagging',
 'would',
 'would',
 'could',
 'better',
 'purchased',
 'installation',
 'easy',
 'trouble',
 'encountered',
 'bad',
 'finder',
 'make',
 'sure',
 'install',
 'need',
 'least',
 'hooked',
 'within',
 'limit',
 'still',
 'guess',
 'long',
 'support',
 'issue',
 'look',
 'funny',
 'side',
 'retract',
 'inward',
 'towards',
 'minimize',
 'also',
 'give',
 'warm',
 'fuzzy',
 'feeling',
 'likely',
 'break',
 'price',
 'great',
 'deal',
 'suggest',
 'purchasing',
 'flat',
 'screen',
 'hesitate',
 'buy',
 'screw',
 'screw',
 'screw',
 'need',
 'need',
 'stud',
 'stud',
 'excellent',
 'mount',
 'listen',
 'reviewer',
 'came',
 'concrete',
 'wood',
 'dry',
 'wall',
 'finder',
 'hole',
 'total',
 'mounting',
 'plate',
 'plenty',
 'enough',
 'hit',
 'center',
 'sturdy',
 'good',
 'looking',
 'whole',
 'set',
 'machine',
 'guess',
 'tv',
 'type',
 'plus',
 'couple',
 'tool',
 'mount',
 'mount',
 'mount',
 'vizio',
 'vizio',
 'tv',
 'tv',
 'hole',
 'hole',
 'pattern',
 'pattern',
 'good',
 'value',
 'paired',
 'purchased',
 'based',
 'others',
 'comment',
 'beforehand',
 'appreciate',
 'guidance',
 'problem',
 'wall',
 'mounting',
 'flat',
 'screen',
 'make',
 'sure',
 'line',
 'buy',
 'using',
 'work',
 'perfect',
 'mount',
 'mount',
 'mount',
 'monitor',
 'monitor',
 'monitor',
 'would',
 'would',
 'would',
 'sturdy',
 'sturdy',
 'another',
 'another',
 'excellent',
 'value',
 'using',
 'older',
 'syncmaster',
 'desk',
 'pleasantly',
 'surprised',
 'price',
 'installation',
 'simple',
 'though',
 'used',
 'screw',
 'original',
 'plate',
 'attachment',
 'none',
 'included',
 'work',
 'tilt',
 'mechanism',
 'requires',
 'loosening',
 'bolt',
 'adjusting',
 'desired',
 'angle',
 'preferred',
 'degree',
 'vertical',
 'tilting',
 'capability',
 'available',
 'fine',
 'application',
 'posted',
 'couple',
 'photo',
 'show',
 'pleased',
 'purchase',
 'buy',
 'need',
 'small',
 'display',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'mount',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'tv',
 'would',
 'would',
 'would',
 'would',
 'would',
 'would',
 'lcd',
 'lcd',
 'lcd',
 'lcd',
 'lcd',
 'two',
 'two',
 'two',
 'two',
 'one',
 'one',
 'one',
 'one',
 'issue',
 'issue',
 'issue',
 'issue',
 'screw',
 'screw',
 'screw',
 'screw',
 'wall',
 'wall',
 'wall',
 'arm',
 'arm',
 'arm',
 'second',
 'second',
 'second',
 'thread',
 'thread',
 'thread',
 'may',
 'may',
 'port',
 'port',
 'unfortunately',
 'unfortunately',
 'returning',
 'returning',
 'bolt',
 'bolt',
 'well',
 'well',
 'purchased',
 'purchased',
 'led',
 'led',
 'bracket',
 'bracket',
 'see',
 'see',
 'fit',
 'fit',
 'replacement',
 'replacement',
 'first',
 'first',
 'manufacturer',
 'manufacturer',
 'supplied',
 'supplied',
 'long',
 'long',
 'recessed',
 'recessed',
 'similar',
 'similar',
 'something',
 'something',
 'back',
 'back',
 'high',
 'high',
 'vesa',
 'vesa',
 'poor',
 'quality',
 'control',
 'block',
 'like',
 'look',
 'particularly',
 'part',
 'plastic',
 'piece',
 'clip',
 'portion',
 'cover',
 'feel',
 'ordered',
 'alg',
 'hdtvin',
 'arrived',
 'quickly',
 'packaged',
 'welded',
 'slight',
 'angle',
 'meaning',
 'regardless',
 'never',
 'powder',
 'coating',
 'near',
 'come',
 'could',
 'rust',
 'already',
 'decided',
 'right',
 'figuring',
 'get',
 'hope',
 'best',
 'glad',
 'find',
 'blame',
 'consider',
 'design',
 'flaw',
 'lg',
 'attach',
 'short',
 'barely',
 'catch',
 'mounting',
 'plasma',
 'partially',
 'stopped',
 'local',
 'lowes',
 'picked',
 'pack',
 'affect',
 'packet',
 'much',
 'expenditure',
 'big',
 'hassle',
 'needed',
 'pretty',
 'fair',
 'difference',
 'supply',
 'several',
 'different',
 'gauge',
 'option',
 'shallow',
 'length',
 'universal',
 'covered',
 'power',
 'hdmi',
 'think',
 'situated',
 'rather',
 'central',
 'either',
 'way',
 'want',
 'check',
 'ordering',
 'actually',
 'returned',
 'stead',
 'company',
 'thevideosecu',
 'swing',
 'inch',
 'extension',
 'lb',
 'loading',
 'capacity',
 'monitor',
 'flat',
 'screen',
 'mm',
 'mark',
 'basically',
 'head',
 'manufacturing',
 'error',
 'previous',
 'model',
 'understand',
 'affordable',
 'resolved',
 'however',
 'ca',
 'give',
 'higher',
 'rating',
 'level',
 'level',
 'level',
 'level',
 'junk',
 'junk',
 'rusted',
 'rusted',
 'good',
 'good',
 'hardware',
 'hardware',
 'arm',
 'arm',
 'box',
 'box',
 'whole',
 'whole',
 'strong',
 'strong',
 'keep',
 'keep',
 'sag',
 'wobble',
 'crooked',
 'le',
 'money',
 'spent',
 'packaging',
 'quality',
 'might',
 'product',
 'included',
 'broken',
 'would',
 'prefer',
 'use',
 'instead',
 'count',
 'one',
 'pivot',
 'badly',
 'seemed',
 'compromise',
 'system',
 'despite',
 'huge',
 'lag',
 'screw',
 'joint',
 'enough',
 'mount',
 'extends',
 'articulates',
 'time',
 'moved',
 'tightened',
 'much',
 'wobbling',
 'made',
 'moving',
 'difficult',
 'used',
 'thing',
 'went',
 'back',
 'refund',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'nook',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'tablet',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'book',
 'color',
 'color',
 'color',
 'color',
 'color',
 'color',
 'color',
 'color',
 'color',
 'child',
 ...]

vocab = Counter()
vocab.update(vocabulary)
print(vocab)

Counter({'camera': 150834, 'one': 134129, 'use': 117242, 'like': 108334, 'get': 107962, 'good': 101978, 'would': 100806, 'great': 99001, 'lens': 93014, 'work': 92949, 'time': 84083, 'also': 75860, 'quality': 69721, 'sound': 68408, 'even': 67449, 'well': 67383, 'much': 66111, 'really': 64509, 'better': 62622, 'tv': 59192, 'need': 58861, 'drive': 57971, 'video': 56621, 'using': 56556, 'make': 55423, 'device': 55291, 'thing': 54530, 'battery': 54421, 'screen': 53838, 'picture': 52595, 'could': 52016, 'still': 51655, 'want': 51197, 'problem': 49870, 'price': 49791, 'unit': 48506, 'take': 48112, 'review': 47750, 'used': 47066, 'back': 46462, 'product': 46114, 'feature': 45818, 'new': 45741, 'little': 44840, 'go': 44782, 'first': 44556, 'set': 42589, 'cable': 40651, 'way': 40538, 'computer': 39939, 'look': 39190, 'two': 38801, 'easy': 38753, 'buy': 38495, 'see': 38492, 'nice': 38114, 'light': 37617, 'best': 37389, 'case': 37314, 'usb': 37090, 'player': 36932, 'card': 36875, 'come': 36245, 'lot': 36015, 'year': 35864, 'speaker': 35565, 'button': 35384, 'bought': 35214, 'many': 34808, 'got': 34764, 'issue': 34698, 'image': 34587, 'without': 33528, 'software': 33479, 'system': 33107, 'day': 33059, 'canon': 32955, 'say': 32931, 'small': 32606, 'right': 32560, 'think': 32525, 'amazon': 32301, 'find': 32257, 'since': 32012, 'power': 31727, 'know': 31431, 'setting': 31005, 'window': 29933, 'around': 29899, 'tablet': 29140, 'bit': 28919, 'headphone': 28283, 'ca': 28271, 'mode': 27954, 'sony': 27769, 'far': 27462, 'router': 27338, 'photo': 27306, 'another': 27153, 'music': 27047, 'however': 26755, 'remote': 26708, 'may': 26641, 'hard': 26607, 'feel': 26558, 'enough': 26475, 'going': 26325, 'give': 25782, 'high': 25696, 'file': 25676, 'point': 25592, 'found': 25579, 'update': 25574, 'control': 25538, 'flash': 25510, 'love': 25503, 'though': 25355, 'pretty': 25258, 'never': 25075, 'size': 24987, 'something': 24967, 'keyboard': 24811, 'people': 24702, 'long': 24542, 'box': 24505, 'able': 24398, 'support': 24295, 'zoom': 24031, 'speed': 23954, 'le': 23937, 'sure': 23810, 'laptop': 23787, 'shot': 23705, 'excellent': 23641, 'old': 23381, 'model': 23186, 'hour': 22910, 'wireless': 22839, 'second': 22816, 'play': 22807, 'turn': 22743, 'looking': 22547, 'made': 22528, 'big': 22424, 'digital': 22334, 'home': 22273, 'phone': 22161, 'put': 22046, 'fast': 21956, 'read': 21890, 'hd': 21657, 'apple': 21557, 'movie': 21313, 'low': 21139, 'user': 21078, 'full': 21046, 'fine': 20897, 'every': 20890, 'seems': 20803, 'quite': 20698, 'star': 20682, 'keep': 20652, 'ipad': 20625, 'month': 20532, 'focus': 20418, 'ipod': 20372, 'getting': 20366, 'tried': 20292, 'different': 20254, 'recommend': 20208, 'audio': 19970, 'color': 19882, 'everything': 19709, 'pc': 19185, 'bad': 19035, 'actually': 18751, 'option': 18722, 'fit': 18628, 'port': 18626, 'dvd': 18441, 'almost': 18394, 'manual': 18292, 'radio': 18105, 'nikon': 18068, 'purchased': 17999, 'last': 17943, 'range': 17803, 'mouse': 17705, 'run': 17678, 'took': 17593, 'side': 17498, 'network': 17424, 'probably': 17355, 'end': 17301, 'try': 17242, 'version': 17121, 'perfect': 17105, 'might': 17055, 'wanted': 17023, 'money': 16992, 'display': 16916, 'life': 16911, 'hand': 16902, 'always': 16879, 'connection': 16860, 'pro': 16729, 'away': 16621, 'noise': 16518, 'mac': 16457, 'worth': 16330, 'easily': 16313, 'minute': 16311, 'several': 16249, 'setup': 16175, 'week': 16115, 'plug': 15814, 'performance': 15783, 'worked': 15768, 'happy': 15724, 'ever': 15690, 'touch': 15658, 'samsung': 15601, 'show': 15593, 'purchase': 15558, 'room': 15517, 'etc': 15515, 'let': 15468, 'shoot': 15399, 'anything': 15361, 'yet': 15354, 'internet': 15169, 'volume': 15053, 'said': 15027, 'thought': 14950, 'cost': 14944, 'available': 14905, 'change': 14845, 'service': 14840, 'experience': 14831, 'reason': 14783, 'channel': 14718, 'top': 14653, 'wo': 14590, 'hdmi': 14464, 'either': 14330, 'came': 14326, 'memory': 14263, 'signal': 14237, 'monitor': 14185, 'extra': 14180, 'difference': 13989, 'least': 13863, 'gps': 13857, 'especially': 13821, 'mean': 13814, 'menu': 13801, 'charge': 13798, 'start': 13789, 'bass': 13781, 'hold': 13772, 'help': 13734, 'design': 13699, 'working': 13652, 'clear': 13643, 'function': 13618, 'firmware': 13497, 'free': 13460, 'apps': 13391, 'ear': 13360, 'simple': 13322, 'instead': 13220, 'amazing': 13209, 'medium': 13173, 'adapter': 13106, 'large': 13077, 'already': 13074, 'app': 13025, 'cover': 12954, 'line': 12925, 'game': 12922, 'receiver': 12899, 'next': 12827, 'note': 12821, 'nothing': 12804, 'went': 12769, 'couple': 12756, 'key': 12714, 'program': 12709, 'lcd': 12682, 'store': 12669, 'fact': 12649, 'part': 12576, 'although': 12563, 'level': 12520, 'black': 12513, 'running': 12450, 'simply': 12445, 'switch': 12369, 'expensive': 12327, 'must': 12325, 'included': 12319, 'access': 12301, 'shooting': 12269, 'three': 12240, 'connect': 12175, 'plus': 12100, 'needed': 12023, 'left': 11994, 'tell': 11983, 'type': 11966, 'add': 11957, 'external': 11896, 'real': 11854, 'number': 11851, 'upgrade': 11837, 'place': 11805, 'compared': 11787, 'standard': 11784, 'close': 11733, 'watch': 11699, 'decided': 11630, 'others': 11618, 'open': 11617, 'overall': 11607, 'panasonic': 11572, 'cheap': 11549, 'sharp': 11534, 'buying': 11494, 'via': 11492, 'deal': 11324, 'antenna': 11286, 'maybe': 11180, 'front': 11179, 'result': 11154, 'machine': 10987, 'built': 10945, 'wifi': 10902, 'web': 10829, 'trying': 10756, 'customer': 10664, 'connected': 10642, 'test': 10591, 'iso': 10379, 'finally': 10375, 'install': 10346, 'definitely': 10312, 'sd': 10291, 'live': 10242, 'solid': 10231, 'faster': 10211, 'done': 10181, 'recording': 10168, 'highly': 10073, 'rather': 10053, 'data': 10051, 'bag': 10043, 'longer': 10026, 'seem': 10021, 'bluetooth': 9983, 'android': 9979, 'item': 9969, 'resolution': 9934, 'wide': 9933, 'slow': 9907, 'plastic': 9878, 'area': 9835, 'taking': 9821, 'input': 9791, 'return': 9757, 'short': 9747, 'kindle': 9736, 'logitech': 9654, 'reading': 9626, 'interface': 9559, 'view': 9554, 'cord': 9545, 'sensor': 9529, 'sometimes': 9475, 'expect': 9426, 'smaller': 9416, 'due': 9393, 'garmin': 9363, 'choice': 9360, 'call': 9342, 'brand': 9340, 'value': 9331, 'quick': 9303, 'course': 9281, 'decent': 9251, 'auto': 9232, 'yes': 9209, 'dslr': 9194, 'quickly': 9167, 'pocket': 9144, 'bright': 9137, 'hear': 9060, 'offer': 9056, 'kind': 9056, 'netflix': 9054, 'portable': 9029, 'iphone': 9019, 'charger': 8966, 'else': 8962, 'playing': 8939, 'unless': 8932, 'installed': 8919, 'map': 8912, 'awesome': 8909, 'anyone': 8908, 'pay': 8907, 'job': 8907, 'wish': 8887, 'ago': 8870, 'higher': 8843, 'car': 8770, 'body': 8759, 'cd': 8758, 'compact': 8749, 'larger': 8740, 'desktop': 8724, 'weight': 8702, 'allows': 8692, 'download': 8689, 'format': 8673, 'mount': 8613, 'ok': 8605, 'turned': 8576, 'heavy': 8575, 'stand': 8573, 'owned': 8566, 'house': 8557, 'u': 8504, 'pair': 8503, 'space': 8500, 'order': 8482, 'started': 8456, 'station': 8447, 'google': 8425, 'main': 8399, 'older': 8377, 'extremely': 8366, 'ability': 8360, 'bottom': 8304, 'slightly': 8249, 'often': 8247, 'inch': 8235, 'mine': 8198, 'bose': 8197, 'company': 8189, 'tripod': 8171, 'move': 8142, 'carry': 8137, 'received': 8126, 'record': 8126, 'poor': 8125, 'believe': 8125, 'comfortable': 8090, 'frame': 8085, 'important': 8077, 'foot': 8073, 'roku': 8073, 'making': 8052, 'optical': 8052, 'fan': 8049, 'perfectly': 8032, 'shutter': 8017, 'angle': 8004, 'replacement': 8004, 'storage': 8002, 'huge': 7976, 'instruction': 7974, 'seen': 7955, 'backup': 7937, 'wrong': 7934, 'useful': 7914, 'including': 7909, 'within': 7887, 'plugged': 7878, 'completely': 7870, 'half': 7862, 'build': 7832, 'us': 7819, 'save': 7816, 'piece': 7786, 'later': 7741, 'driver': 7718, 'replace': 7712, 'lack': 7678, 'similar': 7666, 'o': 7659, 'easier': 7651, 'original': 7620, 'mini': 7605, 'cool': 7591, 'previous': 7553, 'market': 7547, 'based': 7540, 'night': 7533, 'someone': 7525, 'stop': 7517, 'page': 7514, 'streaming': 7504, 'online': 7485, 'detail': 7469, 'head': 7458, 'warranty': 7438, 'white': 7427, 'asus': 7420, 'watching': 7411, 'expected': 7406, 'listening': 7390, 'true': 7389, 'gb': 7379, 'capability': 7372, 'kit': 7348, 'complaint': 7333, 'website': 7324, 'click': 7316, 'basic': 7271, 'site': 7256, 'output': 7232, 'tech': 7227, 'wall': 7189, 'book': 7189, 'check': 7155, 'mind': 7149, 'disc': 7114, 'glass': 7093, 'x': 7077, 'inside': 7065, 'disappointed': 7055, 'single': 7036, 'listen': 7009, 'hope': 7001, 'noticed': 7000, 'lower': 6983, 'name': 6978, 'fix': 6951, 'fantastic': 6929, 'taken': 6903, 'disk': 6887, 'gave': 6866, 'center': 6855, 'spend': 6853, 'allow': 6851, 'reviewer': 6848, 'designed': 6845, 'song': 6820, 'wait': 6800, 'friend': 6770, 'absolutely': 6762, 'given': 6757, 'impressed': 6756, 'matter': 6753, 'filter': 6750, 'transfer': 6747, 'voice': 6745, 'super': 6736, 'past': 6687, 'photography': 6687, 'along': 6686, 'rate': 6664, 'directly': 6659, 'macbook': 6634, 'looked': 6622, 'led': 6604, 'whole': 6596, 'called': 6578, 'guess': 6563, 'professional': 6547, 'application': 6535, 'hardware': 6515, 'fairly': 6502, 'stuff': 6499, 'content': 6474, 'difficult': 6466, 'press': 6437, 'pleased': 6425, 'usually': 6388, 'four': 6385, 'wife': 6381, 'consider': 6372, 'list': 6368, 'series': 6344, 'limited': 6341, 'except': 6288, 'trip': 6275, 'major': 6258, 'address': 6249, 'technology': 6213, 'load': 6211, 'improvement': 6194, 'email': 6190, 'possible': 6180, 'normal': 6180, 'idea': 6146, 'amount': 6146, 'returned': 6142, 'air': 6140, 'drop': 6131, 'fire': 6129, 'viewing': 6128, 'example': 6124, 'stereo': 6107, 'pick': 6056, 'exactly': 6044, 'local': 6019, 'ordered': 6013, 'plan': 6005, 'charging': 6003, 'comment': 5996, 'information': 5995, 'source': 5991, 'process': 5985, 'annoying': 5962, 'aperture': 5938, 'current': 5915, 'camcorder': 5912, 'rating': 5905, 'stay': 5905, 'cheaper': 5900, 'prefer': 5887, 'word': 5886, 'care': 5874, 'multiple': 5870, 'travel': 5861, 'notice': 5847, 'nearly': 5835, 'prime': 5835, 'step': 5786, 'hit': 5781, 'regular': 5780, 'understand': 5767, 'added': 5712, 'handle': 5711, 'modem': 5706, 'strap': 5704, 'blue': 5704, 'wire': 5693, 'eye': 5687, 'today': 5685, 'loud': 5677, 'coming': 5651, 'considering': 5647, 'world': 5640, 'macro': 5635, 'office': 5629, 'write': 5606, 'outside': 5593, 'additional': 5562, 'package': 5560, 'server': 5536, 'photographer': 5532, 'opinion': 5525, 'microsoft': 5522, 'length': 5499, 'seemed': 5491, 'automatically': 5477, 'beat': 5476, 'stick': 5459, 'solution': 5442, 'adjust': 5418, 'fun': 5395, 'favorite': 5389, 'fully': 5368, 'search': 5365, 'leave': 5364, 'bar': 5361, 'tiny': 5350, 'send': 5329, 'told': 5318, 'headset': 5309, 'immediately': 5305, 'person': 5300, 'provide': 5297, 'recently': 5294, 'soon': 5289, 'near': 5264, 'ready': 5260, 'mostly': 5258, 'comparison': 5251, 'situation': 5247, 'bigger': 5245, 'anyway': 5237, 'internal': 5234, 'otherwise': 5213, 'various': 5212, 'recommended': 5210, 'smart': 5198, 'finger': 5197, 'figure': 5197, 'mentioned': 5195, 'latest': 5195, 'heard': 5181, 'average': 5146, 'tested': 5142, 'smooth': 5133, 'negative': 5132, 'itunes': 5131, 'raw': 5127, 'produce': 5124, 'choose': 5108, 'browser': 5097, 'beautiful': 5091, 'copy': 5090, 'moving': 5067, 'slot': 5066, 'tivo': 5064, 'processor': 5063, 'subject': 5050, 'effect': 5048, 'surface': 5041, 'connector': 5039, 'edge': 5014, 'onto': 5007, 'research': 5002, 'tab': 4991, 'class': 4991, 'slr': 4991, 'paid': 4978, 'compare': 4977, 'unfortunately': 4968, 'minor': 4964, 'family': 4956, 'default': 4951, 'addition': 4939, 'jack': 4936, 'route': 4921, 'per': 4888, 'likely': 4866, 'component': 4862, 'shipping': 4861, 'dark': 4849, 'ram': 4818, 'grip': 4815, 'equipment': 4800, 'contrast': 4795, 'ethernet': 4787, 'purpose': 4783, 'stream': 4782, 'base': 4781, 'certainly': 4767, 'pad': 4765, 'term': 4765, 'attached': 4763, 'af': 4759, 'plenty': 4756, 'direction': 4756, 'spent': 4753, 'lock': 4753, 'wonderful': 4747, 'perhaps': 4747, 'condition': 4738, 'replaced': 4738, 'basically': 4725, 'dollar': 4720, 'track': 4705, 'accurate': 4705, 'select': 4695, 'error': 4692, 'everyone': 4689, 'whether': 4686, 'lost': 4682, 'band': 4677, 'five': 4672, 'location': 4661, 'red': 4656, 'entire': 4649, 'manufacturer': 4647, 'viewfinder': 4644, 'wd': 4629, 'advantage': 4627, 'con': 4619, 'clean': 4617, 'fixed': 4613, 'somewhat': 4588, 'across': 4578, 'portrait': 4567, 'distance': 4563, 'ii': 4561, 'factor': 4559, 'account': 4548, 'buck': 4546, 'print': 4538, 'background': 4534, 'road': 4523, 'remove': 4518, 'response': 4514, 'played': 4511, 'clip': 4507, 'reader': 4504, 'compatible': 4501, 'exposure': 4500, 'sent': 4499, 'none': 4498, 'accessory': 4488, 'trouble': 4481, 'future': 4479, 'linksys': 4479, 'enjoy': 4476, 'hdtv': 4449, 'installation': 4446, 'strong': 4442, 'youtube': 4441, 'surprised': 4418, 'forward': 4417, 'kid': 4412, 'remember': 4412, 'thinking': 4411, 'seagate': 4401, 'mention': 4386, 'flat': 4385, 'twice': 4379, 'truly': 4378, 'ring': 4360, 'please': 4352, 'saw': 4343, 'useless': 4340, 'focusing': 4338, 'requires': 4334, 'liked': 4333, 'sort': 4331, 'lighting': 4324, 'currently': 4310, 'pixel': 4310, 'ssd': 4310, 'palm': 4305, 'film': 4297, 'micro': 4295, 'fm': 4289, 'third': 4276, 'corner': 4275, 'metal': 4270, 'olympus': 4267, 'certain': 4257, 'glad': 4252, 'position': 4247, 'rest': 4246, 'properly': 4246, 'serious': 4244, 'cause': 4243, 'updated': 4232, 'soft': 4217, 'panel': 4217, 'gaming': 4198, 'appears': 4190, 'felt': 4190, 'newer': 4184, 'traffic': 4183, 'dock': 4182, 'dead': 4168, 'improved': 4167, 'release': 4165, 'wow': 4160, 'behind': 4158, 'wheel': 4153, 'thin': 4152, 'functionality': 4150, 'amp': 4147, 'spot': 4144, 'question': 4143, 'sold': 4140, 'together': 4139, 'break': 4121, 'provides': 4113, 'adjustment': 4107, 'worse': 4101, 'whatever': 4100, 'street': 4095, 'cut': 4091, 'quiet': 4091, 'guy': 4083, 'saying': 4083, 'lg': 4077, 'learn': 4058, 'provided': 4051, 'pack': 4048, 'unlike': 4047, 'reception': 4047, 'boot': 4045, 'playback': 4014, 'field': 4012, 'giving': 3996, 'totally': 3978, 'capacity': 3974, 'hooked': 3973, 'generation': 3967, 'state': 3963, 'anywhere': 3963, 'kept': 3959, 'folder': 3938, 'brightness': 3937, 'separate': 3934, 'general': 3920, 'push': 3918, 'scene': 3904, 'mile': 3901, 'supposed': 3889, 'fall': 3888, 'become': 3885, 'hot': 3880, 'relatively': 3872, 'capture': 3869, 'chance': 3861, 'pen': 3859, 'clearly': 3857, 'wired': 3856, 'netgear': 3856, 'share': 3845, 'pic': 3841, 'handy': 3832, 'dell': 3832, 'face': 3824, 'cell': 3815, 'reset': 3814, 'motion': 3812, 'xp': 3806, 'pop': 3798, 'sharpness': 3788, 'hp': 3783, 'link': 3773, 'business': 3763, 'ip': 3760, 'reliable': 3754, 'tool': 3753, 'crisp': 3753, 'toshiba': 3748, 'require': 3747, 'include': 3747, 'purchasing': 3741, 'balance': 3741, 'spec': 3740, 'graphic': 3740, 'hub': 3738, 'waiting': 3732, 'miss': 3720, 'missing': 3717, 'surround': 3717, 'changed': 3717, 'creative': 3708, 'complete': 3706, 'consumer': 3706, 'focal': 3705, 'plasma': 3696, 'impressive': 3696, 'xbox': 3696, 'manually': 3695, 'knew': 3679, 'particular': 3671, 'outstanding': 3667, 'nicely': 3659, 'l': 3656, 'dial': 3655, 'galaxy': 3653, 'post': 3644, 'scroll': 3644, 'actual': 3631, 'flip': 3631, 'nexus': 3630, 'wear': 3628, 'holding': 3627, 'sigma': 3625, 'required': 3622, 'frequency': 3612, 'superior': 3606, 'arrived': 3602, 'material': 3598, 'correct': 3596, 'form': 3584, 'television': 3574, 'create': 3572, 'capable': 3570, 'theater': 3563, 'stabilization': 3559, 'satellite': 3557, 'upgraded': 3556, 'total': 3554, 'sell': 3551, 'personal': 3551, 'intuitive': 3550, 'security': 3549, 'writing': 3544, 'terrible': 3543, 'despite': 3542, 'lose': 3536, 'worry': 3532, 'na': 3531, 'gone': 3527, 'pull': 3522, 'sturdy': 3521, 'period': 3515, 'flaw': 3504, 'v': 3496, 'satisfied': 3492, 'advanced': 3487, 'stopped': 3486, 'straight': 3470, 'noticeable': 3470, 'powerful': 3463, 'failed': 3460, 'sandisk': 3458, 'protection': 3456, 'action': 3443, 'special': 3442, 'supply': 3440, 'protector': 3434, 'sync': 3430, 'text': 3429, 'recorder': 3429, 'dropped': 3423, 'advertised': 3420, 'figured': 3418, 'ended': 3415, 'configuration': 3408, 'tip': 3404, 'mark': 3402, 'earbuds': 3401, 'avoid': 3400, 'indoor': 3383, 'dual': 3377, 'screw': 3376, 'helpful': 3375, 'ease': 3369, 'powered': 3368, 'initial': 3365, 'hook': 3364, 'carrying': 3360, 'editing': 3355, 'turning': 3351, 'direct': 3351, 'lag': 3342, 'clarity': 3339, 'positive': 3337, 'info': 3336, 'lighter': 3326, 'biggest': 3325, 'dvr': 3324, 'forget': 3314, 'autofocus': 3311, 'guide': 3306, 'tuner': 3306, 'incredible': 3305, 'tomtom': 3305, 'obviously': 3304, 'desk': 3300, 'operating': 3298, 'zune': 3298, 'hundred': 3291, 'party': 3287, 'aa': 3262, 'microphone': 3258, 'password': 3258, 'technical': 3254, 'cpu': 3251, 'charged': 3251, 'fuji': 3249, 'ask': 3238, 'match': 3227, 'downloaded': 3208, 'includes': 3194, 'owner': 3187, 'middle': 3178, 'bring': 3176, 'printer': 3176, 'stock': 3172, 'depending': 3166, 'earphone': 3165, 'defective': 3164, 'suggest': 3159, 'rock': 3152, 'personally': 3151, 'n': 3149, 'distortion': 3145, 'green': 3140, 'extreme': 3137, 'sale': 3135, 'moment': 3135, 'weather': 3132, 'priced': 3131, 'convenient': 3130, 'specific': 3125, 'sense': 3105, 'tape': 3104, 'gotten': 3101, 'waste': 3098, 'ton': 3093, 'reach': 3090, 'learning': 3085, 'style': 3081, 'cap': 3079, 'following': 3078, 'repair': 3075, 'claim': 3074, 'netbook': 3074, 'inexpensive': 3072, 'thus': 3068, 'necessary': 3066, 'hate': 3062, 'apparently': 3059, 'sub': 3056, 'bother': 3052, 'sport': 3052, 'ran': 3046, 'expectation': 3042, 'reasonable': 3034, 'decision': 3029, 'date': 3026, 'superb': 3026, 'thanks': 3026, 'icon': 3024, 'picked': 3020, 'generally': 3009, 'contact': 3005, 'pain': 3005, 'eventually': 2999, 'landscape': 2996, 'sleep': 2995, 'changing': 2994, 'luck': 2991, 'living': 2990, 'ac': 2986, 'sitting': 2983, 'horrible': 2982, 'thumb': 2982, 'limit': 2980, 'connecting': 2978, 'rubber': 2978, 'beyond': 2976, 'putting': 2974, 'aware': 2973, 'automatic': 2966, 'oh': 2964, 'message': 2958, 'slower': 2956, 'notebook': 2955, 'okay': 2955, 'happen': 2955, 'intel': 2954, 'nuvi': 2951, 'depth': 2949, 'tight': 2947, 'returning': 2943, 'controller': 2941, 'water': 2928, 'report': 2928, 'imagine': 2925, 'common': 2920, 'code': 2920, 'dont': 2918, 'increase': 2911, 'talk': 2906, 'imac': 2905, 'b': 2898, 'subwoofer': 2898, 'constantly': 2897, 'stylus': 2892, 'outlet': 2889, 'typing': 2886, 'electronics': 2883, 'alone': 2880, 'extended': 2879, 'slight': 2877, 'doubt': 2877, 'paper': 2875, 'mobile': 2875, 'aspect': 2872, 'harmony': 2869, 'testing': 2866, 'mic': 2866, 'edit': 2863, 'slide': 2853, 'forum': 2852, 'keeping': 2850, 'experienced': 2849, 'degree': 2848, 'construction': 2837, 'alternative': 2836, 'installing': 2835, 'rear': 2833, 'vista': 2823, 'asked': 2822, 'chose': 2821, 'mounted': 2814, 'door': 2813, 'acer': 2795, 'driving': 2794, 'rebel': 2790, 'appear': 2784, 'packaging': 2773, 'lightweight': 2770, 'sennheiser': 2766, 'electronic': 2763, 'command': 2759, 'placed': 2755, 'happened': 2754, 'upon': 2749, 'answer': 2748, 'fill': 2748, 'flawlessly': 2746, 'projector': 2745, 'honestly': 2743, 'barely': 2742, 'realize': 2728, 'max': 2723, 'core': 2721, 'seeing': 2720, 'particularly': 2716, 'nano': 2712, 'sounded': 2706, 'dedicated': 2702, 'linux': 2696, 'operation': 2694, 'fair': 2692, 'decide': 2689, 'finding': 2687, 'fault': 2686, 'dust': 2685, 'analog': 2678, 'snap': 2673, 'loved': 2672, 'stuck': 2669, 'benefit': 2668, 'loaded': 2665, 'leather': 2665, 'earlier': 2661, 'folk': 2660, 'known': 2659, 'double': 2654, 'selling': 2652, 'processing': 2647, 'enter': 2646, 'hood': 2645, 'budget': 2641, 'finish': 2634, 'concern': 2630, 'hoping': 2621, 'talking': 2620, 'worst': 2618, 'responsive': 2614, 'selection': 2609, 'adequate': 2604, 'weak': 2600, 'held': 2597, 'city': 2588, 'happens': 2585, 'early': 2584, 'junk': 2582, 'limitation': 2581, 'board': 2576, 'significant': 2574, 'strength': 2570, 'sit': 2566, 'feeling': 2565, 'improve': 2565, 'deep': 2565, 'receive': 2563, 'paying': 2547, 'combination': 2542, 'moved': 2539, 'perform': 2538, 'studio': 2531, 'warning': 2530, 'news': 2526, 'shut': 2526, 'ray': 2520, 'usage': 2519, 'scratch': 2518, 'primary': 2514, 'rechargeable': 2512, 'onkyo': 2512, 'continue': 2511, 'typical': 2511, 'event': 2510, 'closed': 2508, 'concerned': 2508, 'careful': 2507, 'starting': 2507, 'stable': 2507, 'surprisingly': 2503, 'premium': 2503, 'initially': 2501, 'mainly': 2499, 'wonder': 2496, 'switching': 2494, 'win': 2494, 'maximum': 2492, 'hopefully': 2485, 'released': 2478, 'surprise': 2473, 'protect': 2473, 'floor': 2470, 'usable': 2464, 'died': 2464, 'ahead': 2462, 'heat': 2462, 'gear': 2453, 'custom': 2446, 'previously': 2442, 'library': 2434, 'p': 2429, 'block': 2427, 'adding': 2427, 'indoors': 2421, 'ups': 2420, 'opened': 2416, 'comparing': 2414, 'natural': 2413, 'cloud': 2412, 'recorded': 2405, 'impossible': 2399, 'bug': 2397, 'acceptable': 2392, 'rated': 2387, 'seriously': 2386, 'sensitive': 2373, 'bud': 2368, 'bulky': 2364, 'offered': 2361, 'object': 2360, 'gift': 2359, 'expecting': 2351, 'follow': 2350, 'prior': 2349, 'telephoto': 2348, 'collection': 2346, 'regret': 2346, 'chromebook': 2344, 'tamron': 2343, 'incredibly': 2341, 'photoshop': 2340, 'extension': 2333, 'spending': 2331, 'utility': 2331, 'chip': 2329, 'document': 2328, 'significantly': 2327, 'tend': 2326, 'obvious': 2325, 'operate': 2324, 'recent': 2320, 'normally': 2318, 'saved': 2316, 'environment': 2314, 'factory': 2307, 'potential': 2305, 'comfort': 2301, 'listed': 2297, 'mounting': 2292, 'complain': 2292, 'spare': 2292, 'secure': 2287, 'vr': 2287, 'failure': 2279, 'correctly': 2278, 'task': 2276, 'throw': 2276, 'table': 2275, 'navigation': 2274, 'removed': 2272, 'literally': 2270, 'loose': 2270, 'description': 2264, 'chrome': 2262, 'frustrating': 2262, 'ultra': 2258, 'impression': 2256, 'attach': 2255, 'navigate': 2252, 'browsing': 2249, 'bedroom': 2246, 'saving': 2244, 'sata': 2239, 'quot': 2237, 'section': 2233, 'blow': 2228, 'opening': 2224, 'mm': 2223, 'realized': 2217, 'detailed': 2216, 'magellan': 2214, 'walk': 2213, 'rca': 2213, 'cam': 2213, 'outdoor': 2209, 'heavier': 2206, 'stated': 2203, 'profile': 2203, 'clock': 2198, 'daily': 2197, 'mp': 2197, 'disappointing': 2193, 'showed': 2189, 'comcast': 2188, 'friendly': 2187, 'equivalent': 2187, 'alarm': 2187, 'becomes': 2186, 'six': 2183, 'considered': 2183, 'dynamic': 2182, 'reduction': 2181, 'comparable': 2180, 'functional': 2178, 'begin': 2177, 'album': 2176, 'present': 2174, 'sized': 2174, 'burn': 2173, 'belkin': 2172, 'broken': 2169, 'delay': 2163, 'pas': 2162, 'sorry': 2159, 'intended': 2149, 'sleek': 2148, 'bridge': 2148, 'interested': 2145, 'noted': 2141, 'gig': 2140, 'anymore': 2136, 'final': 2134, 'kodak': 2134, 'fail': 2130, 'exact': 2127, 'bunch': 2126, 'active': 2122, 'title': 2120, 'discovered': 2118, 'upload': 2116, 'g': 2115, 'universal': 2114, 'instant': 2114, 'ideal': 2112, 'recognize': 2111, 'learned': 2110, 'willing': 2106, 'crop': 2103, 'tone': 2100, 'mistake': 2098, 'compartment': 2091, 'connectivity': 2085, 'variety': 2083, 'treble': 2083, 'skip': 2083, 'hole': 2082, 'written': 2081, 'shipped': 2078, 'broke': 2077, 'airport': 2075, 'reasonably': 2074, 'supported': 2063, 'audiophile': 2063, 'io': 2063, 'frequently': 2059, 'drawback': 2058, 'broadcast': 2056, 'recognized': 2054, 'agree': 2051, 'meant': 2050, 'buyer': 2050, 'story': 2043, 'performs': 2042, 'zero': 2040, 'pentax': 2040, 'supplied': 2037, 'primarily': 2036, 'leaf': 2034, 'pandora': 2033, 'sharper': 2028, 'refund': 2021, 'checked': 2020, 'durable': 2018, 'gadget': 2017, 'delete': 2012, 'force': 2012, 'appreciate': 2011, 'closer': 2007, 'ship': 2006, 'physical': 2005, 'sounding': 2005, 'attempt': 2004, 'showing': 2003, 'entry': 2000, 'loss': 1993, 'static': 1992, 'ghz': 1988, 'trust': 1987, 'therefore': 1983, 'reboot': 1982, 'lacking': 1981, 'hassle': 1977, 'christmas': 1972, 'originally': 1972, 'neither': 1969, 'highest': 1966, 'warm': 1962, 'switched': 1959, 'slim': 1948, 'classic': 1942, 'touchpad': 1940, 'rarely': 1938, 'damage': 1935, 'noisy': 1934, 'bokeh': 1934, 'movement': 1933, 'son': 1933, 'skype': 1925, 'admit': 1924, 'vacation': 1923, 'interesting': 1922, 'upgrading': 1922, 'located': 1921, 'transmitter': 1918, 'console': 1914, 'activity': 1913, 'downside': 1911, 'hang': 1908, 'sdhc': 1908, 'blu': 1907, 'western': 1905, 'possibly': 1903, 'familiar': 1903, 'configure': 1899, 'convert': 1898, 'amateur': 1897, 'mb': 1896, 'delivery': 1895, 'apart': 1895, 'effort': 1894, 'suck': 1891, 'ir': 1888, 'ball': 1888, 'vizio': 1887, 'credit': 1885, 'proper': 1884, 'existing': 1882, 'hdd': 1882, 'attention': 1880, 'amplifier': 1878, 'alert': 1877, 'indicator': 1876, 'amazed': 1873, 'instantly': 1871, 'hearing': 1866, 'baby': 1863, 'lumix': 1863, 'jump': 1862, 'rich': 1861, 'became': 1861, 'thousand': 1857, 'flimsy': 1853, 'watched': 1841, 'sensitivity': 1839, 'suspect': 1838, 'beware': 1837, 'attractive': 1830, 'programming': 1830, 'ratio': 1828, 'wider': 1824, 'affordable': 1822, 'webcam': 1817, 'crash': 1813, 'pressing': 1811, 'replacing': 1807, 'mbps': 1806, 'seller': 1804, 'iii': 1804, 'nook': 1802, 'allowed': 1802, 'somewhere': 1802, 'traveling': 1802, 'shape': 1801, 'indeed': 1799, 'arm': 1795, 'late': 1794, 'specifically': 1794, 'dx': 1794, 'element': 1794, 'oppo': 1787, 'definition': 1786, 'zen': 1783, 'allowing': 1781, 'thick': 1779, 'downloading': 1775, 'monster': 1773, 'backpack': 1772, 'effective': 1772, 'posted': 1771, 'hulu': 1771, 'searching': 1770, 'missed': 1768, 'according': 1767, 'offering': 1767, 'covered': 1766, 'adobe': 1765, 'virtually': 1764, 'cooler': 1763, 'afford': 1762, 'plugging': 1762, 'disappointment': 1761, 'minimal': 1758, 'sign': 1758, 'instance': 1756, 'entertainment': 1756, 'insert': 1753, 'motorola': 1753, 'tune': 1753, 'performed': 1752, 'crazy': 1750, 'layout': 1748, 'occasionally': 1746, 'excited': 1745, 'category': 1744, 'thank': 1741, 'toy': 1738, 'denon': 1738, 'proprietary': 1737, 'preference': 1736, 'constant': 1736, 'curve': 1733, 'leaving': 1728, 'speak': 1725, 'identical': 1725, 'dozen': 1724, 'firewire': 1722, 'modern': 1721, 'usual': 1720, 'combo': 1719, 'awkward': 1719, 'm': 1719, 'converter': 1718, 'freeze': 1718, 'meaning': 1716, 'elsewhere': 1716, 'pause': 1713, 'touchscreen': 1710, 'calibration': 1710, 'av': 1704, 'whenever': 1699, 'group': 1699, 'sending': 1697, 'daughter': 1691, 'aside': 1691, 'odd': 1691, 'playlist': 1685, 'continuous': 1685, 'awful': 1684, 'unable': 1684, 'outdoors': 1683, 'contacted': 1682, 'gripe': 1679, 'client': 1677, 'watt': 1677, 'blown': 1675, 'among': 1674, 'powershot': 1671, 'pda': 1667, 'photograph': 1667, 'suppose': 1666, 'hardly': 1664, 'cup': 1664, 'advice': 1662, 'tube': 1661, 'vertical': 1660, 'gen': 1659, 'neck': 1659, 'everyday': 1656, 'stunning': 1653, 'versatile': 1649, 'compatibility': 1648, 'pioneer': 1646, 'began': 1645, 'produced': 1645, 'everywhere': 1644, 'random': 1644, 'brought': 1642, 'caused': 1641, 'jpeg': 1641, 'meter': 1639, 'bonus': 1637, 'loading': 1635, 'numerous': 1634, 'worried': 1634, 'portability': 1633, 'breeze': 1632, 'poorly': 1630, 'letter': 1629, 'transformer': 1625, 'meet': 1623, 'aluminum': 1623, 'c': 1622, 'school': 1621, 'morning': 1616, 'eos': 1616, 'accidentally': 1615, 'shuffle': 1614, 'investment': 1612, 'scrolling': 1607, 'reliability': 1605, 'ten': 1604, 'yamaha': 1603, 'interest': 1601, 'non': 1599, 'beginning': 1591, 'created': 1591, 'documentation': 1591, 'integrated': 1591, 'accuracy': 1589, 'silver': 1589, 'besides': 1588, 'terrific': 1586, 'visible': 1584, 'forth': 1583, 'sweet': 1583, 'bird': 1582, 'method': 1582, 'lit': 1582, 'bluray': 1577, 'wanting': 1577, 'essentially': 1574, 'blurry': 1571, 'paired': 1570, 'tag': 1570, 'fps': 1570, 'bargain': 1565, 'building': 1565, 'sun': 1563, 'blur': 1558, 'leg': 1555, 'clicking': 1553, 'priority': 1551, 'extender': 1549, 'critical': 1548, 'master': 1546, 'ef': 1545, 'helped': 1536, 'happier': 1534, 'regardless': 1533, 'magic': 1533, 'art': 1532, 'knowing': 1530, 'walking': 1530, 'pdf': 1529, 'minimum': 1529, 'tb': 1529, 'lifetime': 1527, 'smoothly': 1523, 'typically': 1523, 'tough': 1521, 'weird': 1520, 'convenience': 1517, 'individual': 1514, 'exception': 1513, 'deliver': 1512, 'smartphone': 1510, 'crap': 1510, 'child': 1508, 'act': 1508, 'fold': 1508, 'boost': 1507, 'honest': 1505, 'nex': 1505, 'gigabit': 1503, 'tilt': 1501, 'shoulder': 1496, 'count': 1495, 'drag': 1492, 'pressure': 1491, 'bang': 1490, 'motor': 1487, 'dslrs': 1485, 'lasted': 1484, 'reduce': 1481, 'popular': 1478, 'ultimate': 1477, 'planning': 1476, 'facebook': 1474, 'wearing': 1470, 'raid': 1470, 'plain': 1468, 'reported': 1466, 'delivers': 1466, 'silent': 1466, 'regard': 1464, 'conclusion': 1464, 'steady': 1462, 'stupid': 1460, 'knob': 1460, 'competition': 1458, 'optic': 1458, 'waited': 1457, 'foam': 1457, 'balanced': 1457, 'mess': 1456, 'wedding': 1456, 'retail': 1455, 'scan': 1455, 'destination': 1454, 'neat': 1452, 'connects': 1452, 'stored': 1452, 'lt': 1451, 'yesterday': 1450, 'enabled': 1446, 'forever': 1445, 'selected': 1444, 'log': 1443, 'printed': 1441, 'motherboard': 1437, 'flexibility': 1435, 'magnet': 1435, 'displayed': 1433, 'delivered': 1432, 'towards': 1431, 'usm': 1431, 'shop': 1429, 'recommendation': 1428, 'backlight': 1428, 'shake': 1427, 'subscription': 1426, 'complicated': 1426, 'xoom': 1426, 'dropping': 1425, 'ui': 1422, 'requirement': 1422, 'lead': 1421, 'greater': 1420, 'yeah': 1416, 'strange': 1416, 'alot': 1415, 'edition': 1414, 'uncomfortable': 1414, 'unique': 1414, 'unplug': 1412, 'gain': 1412, 'summary': 1411, 'rid': 1409, 'label': 1408, 'regarding': 1408, 'fails': 1407, 'wrist': 1407, 'vga': 1406, 'casual': 1405, 'accept': 1405, 'catch': 1404, 'handheld': 1404, 'fastest': 1404, 'slip': 1403, 'recharge': 1403, 'tracking': 1402, 'placement': 1402, 'mail': 1401, 'grab': 1400, 'tap': 1399, 'telling': 1398, 'updating': 1398, 'handling': 1398, 'prevent': 1397, 'noticeably': 1397, 'eq': 1397, 'surge': 1396, 'assume': 1395, 'par': 1395, 'management': 1391, 'bracket': 1389, 'register': 1384, 'trick': 1383, 'equal': 1383, 'solved': 1382, 'overpriced': 1381, 'enclosure': 1380, 'amazingly': 1379, 'net': 1379, 'adjusting': 1376, 'followed': 1376, 'sunlight': 1375, 'interference': 1371, 'mids': 1370, 'listened': 1368, 'suggested': 1367, 'safe': 1367, 'brick': 1365, 'carefully': 1365, 'locked': 1363, 'manage': 1363, 'draw': 1362, 'mid': 1362, 'min': 1361, 'flexible': 1358, 'mixed': 1358, 'reference': 1357, 'plate': 1353, 'trigger': 1353, 'winner': 1352, 'tweak': 1352, 'entirely': 1350, 'crystal': 1350, 'throughout': 1349, 'fee': 1348, 'thru': 1348, 'competitor': 1347, 'sharing': 1347, 'megapixel': 1344, 'commercial': 1343, 'cleaning': 1343, 'preferred': 1342, 'practical': 1340, 'complained': 1340, 'im': 1339, 'nature': 1339, 'nikkor': 1336, 'detector': 1335, 'loop': 1334, 'zooming': 1334, 'partition': 1334, 'confusing': 1333, 'ambient': 1333, 'asking': 1327, 'sits': 1327, 'engineer': 1327, 'louder': 1325, 'bill': 1325, 'mirror': 1324, 'trackpad': 1324, 'risk': 1323, 'greatly': 1322, 'pulled': 1321, 'practice': 1321, 'shame': 1321, 'megapixels': 1321, 'brighter': 1321, 'arrow': 1320, 'shopping': 1320, 'surfing': 1318, 'receiving': 1318, 'networking': 1315, 'lan': 1315, 'wirelessly': 1312, 'fortunately': 1311, 'brings': 1310, 'microsd': 1309, 'related': 1306, 'klipsch': 1304, 'described': 1303, 'needing': 1303, 'philip': 1303, 'compromise': 1302, 'can': 1302, 'feedback': 1300, 'tuning': 1299, 'man': 1297, 'depends': 1297, 'cant': 1297, 'vision': 1296, 'retina': 1296, 'disconnect': 1295, 'wake': 1295, 'speaking': 1294, 'increased': 1294, 'cisco': 1293, 'exchange': 1291, 'consistently': 1291, 'suggestion': 1288, 'beautifully': 1287, 'favor': 1283, 'thats': 1283, 'glare': 1282, 'tired': 1282, 'adjustable': 1280, 'aaa': 1279, 'upper': 1279, 'policy': 1278, 'adjusted': 1277, 'detection': 1276, 'losing': 1275, 'absolute': 1275, 'leica': 1275, 'frustration': 1274, 'flight': 1273, 'native': 1271, 'husband': 1270, 'sample': 1265, 'sansa': 1264, 'age': 1263, 'ad': 1262, 'whereas': 1260, 'explain': 1260, 'affect': 1258, 'vendor': 1256, 'dim': 1256, 'wrote': 1255, 'cycle': 1255, 'dongle': 1255, 'optional': 1254, 'desired': 1252, 'garbage': 1252, 'restart': 1251, 'expert': 1251, 'glossy': 1251, 'defect': 1249, 'docking': 1248, 'notch': 1246, 'ground': 1245, 'configured': 1244, 'disable': 1242, 'pointed': 1242, 'wave': 1242, 'boy': 1240, 'pricey': 1235, 'cloth': 1235, 'traditional': 1235, 'packed': 1234, 'express': 1234, 'provider': 1234, 'bed': 1233, 'versus': 1233, 'essential': 1229, 'evf': 1227, 'artist': 1226, 'harder': 1225, 'coverage': 1224, 'bell': 1221, 'tom': 1221, 'sky': 1219, 'f': 1219, 'pound': 1218, 'frankly': 1217, 'exceptional': 1216, 'reduced': 1215, 'vcr': 1215, 'demand': 1214, 'pin': 1214, 'exit': 1213, 'burst': 1211, 'glitch': 1210, 'explorer': 1210, 'repeat': 1210, 'portion': 1209, 'enable': 1209, 'status': 1209, 'respond': 1208, 'difficulty': 1205, 'opportunity': 1204, 'lucky': 1204, 'checking': 1204, 'e': 1203, 'zone': 1202, 'strip': 1201, 'sufficient': 1200, 'perspective': 1200, 'pressed': 1199, 'wont': 1199, 'bios': 1199, 'manager': 1197, 'gorgeous': 1197, 'occasion': 1197, 'chat': 1197, 'highway': 1196, 'dvi': 1196, 'protective': 1195, 'grainy': 1195, 'iq': 1195, 'shift': 1194, 'pushing': 1190, 'combined': 1189, 'occasional': 1188, 'virtual': 1188, 'somehow': 1187, 'annoyance': 1185, 'weekend': 1185, 'roughly': 1184, 'ebay': 1182, 'flawless': 1182, 'shoe': 1182, 'gopro': 1182, 'removing': 1179, 'dolby': 1179, 'drain': 1177, 'forced': 1174, 'shadow': 1173, 'btw': 1171, 'marketing': 1170, 'plane': 1167, 'newest': 1166, 'finder': 1165, 'weighs': 1165, 'country': 1165, 'heck': 1164, 'boom': 1164, 'shown': 1164, 'energy': 1163, 'fingerprint': 1163, 'wind': 1161, 'ergonomics': 1160, 'platform': 1159, 'ie': 1159, 'belt': 1159, 'sonos': 1154, 'ridiculous': 1153, 'trial': 1153, 'sleeve': 1153, 'managed': 1150, 'strongly': 1150, 'shorter': 1150, 'extend': 1150, 'square': 1150, 'lenovo': 1150, 'dsl': 1148, 'protected': 1145, 'ugly': 1145, 'bandwidth': 1145, 'tower': 1145, 'shure': 1144, 'prepared': 1143, 'apparent': 1143, 'suddenly': 1142, 'transferring': 1141, 'opposed': 1141, 'voltage': 1141, 'temperature': 1141, 'continues': 1140, 'yellow': 1140, 'complex': 1137, 'adaptor': 1137, 'fly': 1133, 'caveat': 1132, 'poi': 1130, 'launch': 1129, 'brother': 1128, 'providing': 1127, 'target': 1127, 'logo': 1127, 'apply': 1127, 'lane': 1127, 'swivel': 1126, 'vivid': 1125, 'worthless': 1125, 'mediocre': 1124, 'shell': 1124, 'project': 1123, 'split': 1123, 'solve': 1122, 'hoped': 1120, 'vhs': 1120, 'wondering': 1120, 'wise': 1120, 'cf': 1120, 'dash': 1117, 'causing': 1116, 'separately': 1116, 'fell': 1115, 'classical': 1115, 'justify': 1114, 'height': 1114, 'tends': 1114, 'radar': 1114, 'mechanism': 1113, 'complaining': 1113, 'consistent': 1110, 'xt': 1110, 'lap': 1106, 'owning': 1106, 'nicer': 1106, 'pure': 1106, 'dog': 1106, 'concept': 1105, 'daylight': 1105, 'highlight': 1103, 'pleasant': 1103, 'bezel': 1103, 'rep': 1102, 'cooling': 1102, 'breaker': 1101, 'browse': 1099, 'oem': 1099, 'whatsoever': 1098, 'trade': 1098, 'dot': 1097, 'footage': 1097, 'pouch': 1096, 'shine': 1093, 'hey': 1091, 'unusable': 1091, 'tree': 1090, 'vehicle': 1090, 'assist': 1087, 'dlna': 1087, 'r': 1085, 'w': 1084, 'accessible': 1081, 'h': 1080, 'calling': 1080, 'taste': 1079, 'efficient': 1079, 'bubble': 1078, 'fx': 1078, 'timer': 1077, 'bulk': 1076, 'reviewed': 1075, 'electrical': 1074, 'hurt': 1074, 'bump': 1074, 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'thunderbolt': 1032, 'relative': 1031, 'fujifilm': 1031, 'corsair': 1030, 'equalizer': 1029, 'socket': 1028, 'customize': 1025, 'china': 1024, 'verizon': 1023, 'ordering': 1021, 'precise': 1021, 'awhile': 1020, 'remains': 1020, 'purse': 1014, 'extensive': 1014, 'member': 1012, 'audible': 1011, 'finished': 1010, 'importantly': 1009, 'measure': 1008, 'grade': 1008, 'pairing': 1007, 'routing': 1007, 'lowest': 1006, 'shooter': 1006, 'fancy': 1005, 'standing': 1004, 'resolved': 1003, 'compression': 1003, 'database': 1003, 'disabled': 1001, 'english': 1001, 'swap': 1001, 'brilliant': 1000, 'heart': 999, 'holder': 999, 'emergency': 999, 'shortcoming': 999, 'kick': 999, 'tray': 999, 'appropriate': 998, 'waterproof': 996, 'lense': 994, 'barrel': 991, 'refurbished': 990, 'researching': 990, 'enjoyed': 989, 'knock': 987, 'picking': 987, 'activate': 985, 'granted': 985, 'damaged': 984, 'suit': 984, 'appeared': 983, 'vibrant': 983, 'hence': 983, 'attachment': 982, 'town': 982, 'reviewing': 982, 'cleaner': 982, 'wizard': 981, 'joke': 980, 'maker': 980, 'charm': 979, 'midrange': 979, 'achieve': 978, 'stylish': 977, 'beach': 977, 'supposedly': 977, 'quicker': 976, 'removable': 976, 'mute': 976, 'downloads': 975, 'department': 975, 'passport': 975, 'approximately': 973, 'instrument': 973, 'enjoying': 971, 'score': 971, 'buggy': 969, 'rotate': 968, 'kingston': 968, 'basis': 966, 'matte': 966, 'avchd': 966, 'language': 965, 'pleasing': 961, 'padding': 961, 'student': 959, 'cumbersome': 958, 'thinner': 957, 'knowledge': 957, 'circuit': 957, 'coax': 957, 'pushed': 955, 'securely': 955, 'invest': 953, 'rare': 953, 'regularly': 951, 'padded': 951, 'slingbox': 950, 'reality': 949, 'deciding': 948, 'production': 947, 'windshield': 947, 'thicker': 944, 'hitting': 944, 'gold': 944, 'quirk': 944, 'falling': 944, 'afraid': 943, 'hype': 943, 'public': 942, 'guest': 942, 'vocal': 941, 'monopod': 941, 'flap': 939, 'rugged': 939, 'presentation': 938, 'stability': 937, 'soundbar': 937, 'rma': 936, 'crappy': 935, 'preview': 935, 'dream': 935, 'copying': 935, 'drobo': 935, 'companion': 934, 'hanging': 933, 'reflection': 933, 'printing': 933, 'dish': 933, 'tweaking': 933, 'polk': 933, 'esata': 933, 'inferior': 932, 'playstation': 931, 'housing': 930, 'canceling': 930, 'slick': 930, 'round': 929, 'spectacular': 928, 'blank': 927, 'mechanical': 926, 'clearer': 925, 'equally': 925, 'prompt': 925, 'wasted': 924, 'park': 924, 'opposite': 924, 'success': 924, 'toward': 923, 'intend': 923, 'requiring': 923, 'resolve': 922, 'advance': 922, 'encountered': 921, 'backlit': 921, 'bet': 921, 'practically': 920, 'sadly': 920, 'vibration': 920, 'amd': 919, 'choosing': 918, 'rely': 917, 'unacceptable': 917, 'transferred': 916, 'magazine': 915, 'stiff': 915, 'nowhere': 915, 'proof': 912, 'bounce': 912, 'considerably': 910, 'def': 909, 'june': 909, 'viewed': 908, 'forgot': 907, 'pulling': 907, 'buffer': 907, 'trackball': 907, 'duo': 907, 'expansion': 906, 'scale': 906, 'elegant': 904, 'uv': 904, 'serve': 903, 'vary': 902, 'programmed': 901, 'narrow': 901, 'backing': 901, 'burned': 900, 'composite': 900, 'reproduction': 899, 'die': 898, 'cache': 898, 'tax': 897, 'skeptical': 897, 'mix': 896, 'dimension': 893, 'crucial': 893, 'panorama': 892, 'expense': 891, 'approach': 891, 'inserted': 890, 'hr': 889, 'overly': 888, 'possibility': 888, 'cold': 887, 'moderate': 886, 'sticking': 886, 'correction': 886, 'underwater': 886, 'standby': 885, 'promised': 885, 'sheet': 885, 'false': 884, 'developer': 883, 'picky': 883, 'cinema': 882, 'packaged': 880, 'describe': 880, 'physically': 879, 'caught': 879, 'neighbor': 879, 'genre': 877, 'silly': 877, 'creates': 877, 'blackberry': 876, 'sec': 875, 'shirt': 875, 'zoomed': 875, 'squeezebox': 875, 'remain': 874, 'cursor': 874, 'robust': 873, 'spring': 872, 'metering': 872, 'impact': 870, 'filled': 869, 'cradle': 869, 'module': 869, 'novice': 867, 'sad': 867, 'engine': 867, 'wood': 866, 'substantial': 866, 'rpm': 865, 'challenge': 864, 'restore': 863, 'exposed': 862, 'preset': 862, 'burning': 862, 'sling': 861, 'array': 860, 'till': 860, 'minus': 859, 'airplane': 858, 'calendar': 858, 'startup': 856, 'widescreen': 856, 'ensure': 855, 'roll': 854, 'surprising': 854, 'thrive': 853, 'uploaded': 852, 'shared': 851, 'lightroom': 851, 'presets': 848, 'phenomenal': 848, 'remotely': 847, 'elph': 847, 'ssid': 847, 'massive': 846, 'hybrid': 845, 'specification': 845, 'hdr': 845, 'performing': 844, 'unreliable': 844, 'opted': 843, 'magnetic': 843, 'effectively': 841, 'rip': 839, 'spin': 839, 'cabinet': 838, 'orange': 838, 'imo': 837, 'confused': 837, 'hooking': 836, 'apartment': 835, 'hiking': 835, 'benchmark': 834, 'randomly': 834, 'sight': 833, 'necessarily': 832, 'pan': 832, 'ipads': 831, 'secondary': 831, 'logic': 831, 'washed': 831, 'character': 830, 'additionally': 830, 'starter': 830, 'la': 829, 'ignore': 828, 'industry': 828, 'snow': 827, 'mountain': 824, 'constructed': 824, 'welcome': 823, 'ergonomic': 823, 'researched': 823, 'handled': 823, 'session': 822, 'headache': 822, 'layer': 822, 'hair': 822, 'boxee': 822, 'killer': 820, 'intelligent': 820, 'beauty': 819, 'rain': 819, 'bay': 819, 'confirm': 819, 'grado': 816, 'font': 815, 'determine': 815, 'row': 815, 'xti': 815, 'suction': 815, 'resulting': 813, 'discover': 812, 'zip': 812, 'summer': 810, 'rule': 810, 'sealed': 810, 'gym': 810, 'cheapest': 809, 'gray': 809, 'indicate': 809, 'settled': 808, 'remaining': 808, 'nimh': 807, 'yard': 806, 'navigating': 805, 'steal': 805, 'simplicity': 805, 'tinny': 804, 'suitable': 804, 'blame': 803, 'refuse': 803, 'podcasts': 803, 'saturation': 803, 'ceiling': 803, 'lightning': 802, 'infinity': 802, 'entering': 801, 'didnt': 801, 'shiny': 801, 'compensation': 801, 'quit': 800, 'exist': 800, 'cutting': 800, 'usa': 800, 'smoother': 799, 'convinced': 799, 'selecting': 798, 'duty': 797, 'turntable': 797, 'tall': 796, 'basement': 796, 'indicated': 796, 'shortcut': 795, 'acoustic': 795, 'performer': 795, 'laid': 794, 'pointing': 794, 'hesitate': 793, 'fear': 793, 'gesture': 792, 'monthly': 790, 'viewer': 788, 'orientation': 787, 'suffer': 786, 'binoculars': 786, 'wacom': 786, 'surf': 785, 'copied': 785, 'backed': 785, 'wiring': 785, 'visual': 784, 'latter': 784, 'cash': 783, 'evening': 782, 'restaurant': 782, 'geek': 781, 'beta': 781, 'passed': 781, 'tricky': 780, 'artifact': 780, 'passive': 779, 'versatility': 778, 'successfully': 778, 'retailer': 777, 'rough': 777, 'frequent': 777, 'simultaneously': 777, 'technically': 776, 'parent': 776, 'becoming': 776, 'zeiss': 776, 'id': 775, 'fragile': 775, 'engineering': 775, 'deck': 774, 'interior': 774, 'capturing': 773, 'soundlink': 773, 'doesnt': 772, 'computing': 772, 'million': 771, 'lb': 770, 'brief': 770, 'mx': 769, 'naturally': 769, 'popped': 768, 'happening': 768, 'purple': 768, 'unplugged': 768, 'magnification': 768, 'smallest': 767, 'sat': 767, 'kill': 766, 'accessing': 765, 'accurately': 765, 'july': 764, 'rebate': 763, 'dc': 763, 'vignetting': 763, 'visit': 762, 'transcend': 762, 'listing': 761, 'mbp': 761, 'liking': 760, 'hide': 759, 'unbelievable': 759, 'exceeded': 759, 'cancellation': 758, 'gamer': 758, 'gas': 758, 'request': 756, 'overnight': 756, 'nearby': 755, 'mom': 754, 'burner': 754, 'customizable': 753, 'locking': 753, 'reputation': 751, 'december': 750, 'pace': 750, 'college': 750, 'earpiece': 749, 'temp': 748, 'dhcp': 747, 'isp': 746, 'anyways': 745, 'ft': 745, 'splitter': 745, 'recovery': 744, 'unnecessary': 744, 'flying': 743, 'lol': 743, 'aux': 743, 'cordless': 742, 'sliding': 741, 'gon': 741, 'eliminate': 741, 'harsh': 741, 'shocked': 740, 'confirmed': 740, 'letting': 740, 'birthday': 739, 'loving': 739, 'stronger': 739, 'firewall': 739, 'synology': 739, 'transition': 738, 'april': 738, 'dealing': 738, 'developed': 737, 'headband': 737, 'couch': 736, 'corrected': 736, 'albeit': 736, 'rental': 735, 'heavily': 734, 'width': 734, 'glove': 734, 'needle': 734, 'guarantee': 733, 'subtle': 733, 'render': 732, 'empty': 731, 'episode': 731, 'easiest': 730, 'patch': 730, 'realistic': 729, 'stress': 728, 'march': 728, 'airplay': 728, 'solidly': 727, 'lid': 727, 'experiment': 726, 'hz': 726, 'encryption': 726, 'backwards': 725, 'fabulous': 725, 'firefox': 725, 'drawing': 724, 'flower': 723, 'usability': 723, 'friday': 723, 'claimed': 723, 'faulty': 723, 'lion': 723, 'osx': 723, 'toggle': 722, 'cat': 722, 'hunt': 721, 'worthy': 720, 'thankfully': 720, 'login': 720, 'communication': 719, 'eight': 719, 'suite': 719, 'apc': 718, 'repeater': 718, 'wildlife': 717, 'remarkable': 715, 'rt': 715, 'outer': 714, 'straightforward': 714, 'eee': 714, 'fraction': 713, 'bank': 713, 'wrap': 713, 'funny': 712, 'concert': 712, 'coating': 711, 'import': 711, 'fewer': 709, 'bothered': 709, 'ride': 709, 'detected': 709, 'snug': 708, 'darker': 706, 'consumption': 706, 'covering': 706, 'expand': 705, 'stellar': 705, 'reliably': 705, 'history': 705, 'lithium': 705, 'integration': 705, 'confidence': 705, 'desire': 704, 'directory': 704, 'aberration': 704, 'scratched': 703, 'host': 703, 'human': 703, 'punch': 703, 'ntfs': 703, 'explained': 702, 'cancel': 702, 'excel': 701, 'maintain': 700, 'understanding': 700, 'observation': 699, 'onboard': 698, 'jvc': 697, 'busy': 696, 'muddy': 696, 'confident': 696, 'cmos': 696, 'announced': 694, 'caution': 693, 'hell': 693, 'contains': 693, 'loses': 693, 'lousy': 692, 'conversation': 692, 'fake': 692, 'region': 692, 'lamp': 691, 'snapshot': 691, 'jazz': 691, 'dislike': 690, 'touching': 688, 'nightmare': 688, 'god': 688, 'dac': 687, 'meeting': 687, 'procedure': 686, 'bend': 686, 'netbooks': 686, 'wonderfully': 685, 'continued': 685, 'stretch': 684, 'europe': 682, 'producing': 682, 'shade': 681, 'sum': 681, 'soundstage': 681, 'accident': 680, 'cross': 680, 'http': 679, 'doc': 678, 'captured': 678, 'troubleshooting': 677, 'involved': 676, 'seat': 676, 'refused': 676, 'development': 675, 'lie': 675, 'carried': 675, 'throughput': 675, 'pattern': 674, 'advertising': 674, 'cnet': 674, 'circle': 674, 'quad': 673, 'jambox': 672, 'flashing': 671, 'arrival': 671, 'nvidia': 671, 'mah': 671, 'improves': 670, 'fat': 669, 'keeper': 669, 'crashed': 669, 'entered': 669, 'altec': 669, 'htpc': 669, 'garage': 668, 'worn': 668, 'disconnected': 668, 'casing': 667, 'combine': 667, 'vudu': 667, 'serf': 666, 'guitar': 665, 'official': 664, 'peripheral': 664, 'prone': 664, 'kos': 663, 'locate': 663, 'accessed': 662, 'truth': 662, 'stayed': 662, 'gem': 662, 'team': 661, 'sluggish': 660, 'thoroughly': 660, 'shuts': 660, 'slrs': 660, 'fresh': 659, 'blew': 659, 'met': 658, 'addressed': 657, 'treat': 657, 'chromecast': 657, 'failing': 655, 'patience': 654, 'distracting': 654, 'raised': 654, 'weakness': 654, 'spectrum': 654, 'avi': 653, 'suited': 652, 'dirt': 652, 'compete': 652, 'discount': 651, 'january': 651, 'similarly': 651, 'eject': 651, 'woofer': 649, 'sticker': 649, 'american': 648, 'converted': 647, 'talked': 647, 'fidelity': 647, 'precision': 647, 'cast': 647, 'honeycomb': 646, 'north': 646, 'nobody': 646, 'monitoring': 646, 'guessing': 646, 'droid': 644, 'gap': 643, 'decade': 643, 'imaging': 643, 'chromatic': 643, 'designer': 642, 'juice': 642, 'lemon': 641, 'gui': 641, 'introduced': 640, 'savvy': 640, 'lesser': 640, 'anybody': 640, 'musical': 639, 'canal': 639, 'protects': 638, 'separation': 638, 'hiss': 638, 'male': 638, 'admin': 638, 'gigabyte': 637, 'smell': 637, 'placing': 637, 'warned': 637, 'circumstance': 637, 'leopard': 637, 'cute': 636, 'technician': 636, 'death': 634, 'utilize': 634, 'bundled': 634, 'wan': 634, 'article': 633, 'closest': 633, 'mother': 633, 'saver': 632, 'cheaply': 632, 'labeled': 632, 'manufacturing': 631, 'de': 631, 'hated': 631, 'female': 631, 'scanner': 631, 'lay': 630, 'largest': 630, 'enjoyable': 630, 'neutral': 630, 'bare': 629, 'calibrated': 629, 'jbl': 629, 'underneath': 628, 'pricing': 628, 'safari': 628, 'ubuntu': 628, 'fitting': 627, 'bundle': 627, 'shallow': 626, 'skill': 626, 'informed': 626, 'trash': 625, 'footprint': 625, 'social': 624, 'beep': 624, 'rig': 624, 'activated': 624, 'earth': 623, 'deeper': 623, 'freezing': 623, 'wipe': 623, 'predecessor': 623, 'hinge': 623, 'texture': 623, 'lacie': 623, 'competing': 622, 'ripped': 621, 'grain': 621, 'elite': 621, 'freeway': 621, 'lab': 620, 'deserves': 620, 'dlink': 620, 'painful': 619, 'lowepro': 619, 'reply': 617, 'jpg': 617, 'leap': 617, 'rapid': 617, 'november': 616, 'lug': 616, 'multimedia': 616, 'deleted': 615, 'grey': 614, 'slider': 614, 'discontinued': 614, 'raise': 614, 'manufacture': 613, 'fuzzy': 613, 'functioning': 613, 'irritating': 613, 'train': 613, 'japan': 612, 'xsi': 612, 'badly': 611, 'powering': 611, 'syncing': 611, 'swipe': 610, 'glowing': 610, 'workout': 610, 'compressed': 608, 'proven': 608, 'hiccup': 608, 'giant': 607, 'grand': 607, 'whose': 606, 'disappoint': 606, 'searched': 605, 'demo': 605, 'exclusively': 605, 'chinese': 604, 'dumb': 603, 'directional': 602, 'ticket': 602, 'closing': 601, 'cent': 601, 'surely': 601, 'reduces': 601, 'threw': 601, 'resource': 600, 'notification': 600, 'replaceable': 599, 'variable': 599, 'doa': 599, 'rabbit': 599, 'vast': 598, 'mass': 598, 'extensively': 598, 'bt': 597, 'clicked': 597, 'nut': 597, 'compensate': 597, 'planned': 596, 'schedule': 596, 'upcoming': 595, 'fence': 595, 'photographic': 595, 'enhanced': 594, 'bringing': 594, 'bear': 594, 'vpn': 594, 'mono': 594, 'coolpix': 594, 'sanyo': 594, 'walked': 593, 'ridiculously': 593, 'tank': 593, 'costing': 592, 'attaching': 592, 'applied': 592, 'wep': 592, 'served': 591, 'sophisticated': 591, 'pinch': 591, 'multi': 591, 'costco': 591, 'figuring': 590, 'emailed': 590, 'marked': 590, 'paint': 590, 'dry': 589, 'ai': 589, 'simpler': 589, 'compass': 589, 'definite': 588, 'cushion': 588, 'attempted': 588, 'vertically': 587, 'rendering': 587, 'bulb': 587, 'season': 587, 'competitive': 586, 'solo': 586, 'capsule': 586, 'customization': 585, 'imho': 585, 'rival': 585, 'optimal': 585, 'sacrifice': 584, 'repaired': 584, 'calibrate': 584, 'advise': 582, 'transmission': 581, 'terribly': 581, 'aesthetic': 580, 'speech': 580, 'alpha': 580, 'seven': 579, 'goal': 579, 'curious': 579, 'posting': 579, 'navigator': 578, 'anytime': 577, 'blinking': 577, 'indicates': 577, 'flow': 576, 'ap': 576, 'tack': 576, 'hesitant': 575, 'angry': 574, 'wherever': 574, 'cassette': 574, 'damn': 574, 'fios': 574, 'ex': 573, 'formatting': 573, 'arrive': 573, 'community': 572, 'bike': 572, 'upstairs': 572, 'metro': 572, 'gateway': 572, 'thrown': 571, 'ta': 571, 'misleading': 571, 'assumed': 570, 'indication': 570, 'hung': 570, 'moon': 569, 'implementation': 569, 'continuously': 569, 'volt': 569, 'hdx': 569, 'froze': 568, 'avr': 568, 'holiday': 567, 'immediate': 567, 'spoke': 566, 'dad': 566, 'jumped': 566, 'exterior': 566, 'discussion': 565, 'locally': 565, 'dy': 565, 'earbud': 565, 'batch': 565, 'colored': 564, 'upscaling': 564, 'august': 563, 'index': 563, 'packing': 563, 'hint': 563, 'lansing': 563, 'idle': 562, 'sangean': 562, 'coupled': 562, 'associated': 561, 'tuned': 561, 'distant': 561, 'coaxial': 561, 'flare': 561, 'vent': 561, 'commented': 560, 'rotating': 560, 'elastic': 560, 'root': 559, 'potentially': 559, 'happily': 559, 'buffalo': 559, 'sometime': 558, 'seamlessly': 558, 'marketplace': 557, 'rom': 557, 'outlook': 557, 'enhancement': 557, 'license': 557, 'nifty': 556, 'playbook': 556, 'excuse': 555, 'screwed': 555, 'amplified': 555, 'measured': 554, 'ota': 554, 'recall': 554, 'manner': 554, 'blocking': 554, 'outdated': 554, 'dts': 554, 'imovie': 554, 'subjective': 553, 'praise': 553, 'dof': 553, 'storing': 552, 'converting': 552, 'closely': 552, 'interchangeable': 552, 'blink': 551, 'widget': 551, 'gmail': 551, 'distorted': 551, 'former': 551, 'upside': 551, 'struggle': 551, 'fool': 550, 'scenario': 550, 'kensington': 550, 'rubberized': 550, 'viera': 550, 'infrared': 549, 'technique': 549, 'safely': 549, 'path': 549, 'behavior': 549, 'tactile': 548, 'shock': 548, 'iphones': 548, 'firm': 547, 'twist': 546, 'unusual': 546, 'uploading': 546, 'atom': 546, 'displaying': 545, 'sunny': 545, 'fiddling': 544, 'popping': 544, 'quieter': 544, 'firmly': 544, 'statement': 543, 'messing': 543, 'virus': 543, 'lesson': 543, 'lastly': 542, 'property': 542, 'beast': 542, 'rebooted': 542, 'lift': 542, 'bus': 541, 'echo': 541, 'equipped': 541, 'crack': 540, 'resume': 540, 'everybody': 540, 'thx': 540, 'editor': 539, 'mapping': 539, 'readily': 538, 'stating': 538, 'gimmick': 538, 'stabilizer': 538, 'central': 537, 'registered': 537, 'mkv': 537, 'string': 536, 'ohm': 536, 'accommodate': 535, 'pet': 535, 'tx': 535, 'viewsonic': 534, 'exceptionally': 534, 'fourth': 534, 'depend': 534, 'somebody': 534, 'trail': 534, 'vinyl': 534, 'telephone': 534, 'targus': 534, 'dlp': 534, 'flashlight': 533, 'valuable': 532, 'epson': 532, 'partially': 531, 'shield': 531, 'pant': 531, 'ruin': 531, 'attempting': 530, 'coffee': 530, 'unlimited': 530, 'truck': 530, 'dirty': 530, 'bravia': 530, 'quarter': 529, 'manufactured': 529, 'positioned': 529, 'programmable': 529, 'broadband': 529, 'nope': 528, 'reached': 528, 'lived': 528, 'premiere': 528, 'hi': 527, 'problematic': 527, 'food': 527, 'flex': 527, 'compliment': 527, 'filming': 527, 'progress': 526, 'football': 526, 'xd': 526, 'recessed': 525, 'san': 525, 'recharging': 525, 'merely': 525, 'hunting': 524, 'appletv': 524, 'fashion': 523, 'resistant': 523, 'strain': 522, 'promptly': 522, 'snappy': 522, 'controlling': 522, 'sequence': 522, 'spinning': 521, 'hobby': 520, 'bookshelf': 520, 'explanation': 520, 'shack': 520, 'iphoto': 520, 'ue': 520, 'attache': 519, 'softer': 519, 'techie': 519, 'reverse': 519, 'tie': 518, 'jacket': 518, 'streamed': 518, 'permanently': 517, 'sooner': 517, 'seamless': 516, 'rebooting': 516, 'safety': 516, 'productivity': 516, 'folded': 515, 'exercise': 515, 'supporting': 515, 'dramatically': 515, 'replaces': 515, 'squeeze': 515, 'wma': 515, 'differently': 515, 'lovely': 515, 'habit': 514, 'onscreen': 514, 'plunge': 514, 'itouch': 514, 'mhz': 514, 'increasing': 513, 'genius': 513, 'pointer': 513, 'sw': 513, 'war': 513, 'piano': 513, 'optimized': 512, 'theatre': 512, 'shortly': 512, 'operates': 512, 'laying': 511, 'wasting': 511, 'verify': 510, 'annoyed': 510, 'weigh': 510, 'driven': 510, 'chosen': 510, 'divx': 510, 'satisfactory': 510, 'pocketable': 510, 'experiencing': 509, 'theory': 509, 'crt': 509, 'inconvenient': 509, 'nevertheless': 509, 'friction': 508, 'criticism': 508, 'iriver': 508, 'abuse': 507, 'parallel': 507, 'mega': 506, 'roof': 506, 'hitch': 505, 'decrease': 505, 'keypad': 505, 'tear': 505, 'pci': 505, 'ghost': 505, 'tremendous': 504, 'drove': 504, 'proved': 504, 'south': 504, 'assign': 504, 'lexar': 504, 'cropped': 504, 'accustomed': 502, 'completed': 502, 'shutdown': 502, 'wet': 501, 'law': 500, 'brush': 500, 'shortwave': 500, 'skipping': 500, 'mirrorless': 500, 'thickness': 499, 'blurred': 499, 'repeatedly': 499, 'pink': 499, 'chapter': 497, 'advised': 497, 'installs': 496, 'limiting': 496, 'percent': 496, 'yahoo': 496, 'toss': 495, 'nail': 495, 'october': 495, 'walmart': 494, 'upset': 494, 'trim': 494, 'ive': 494, 'bleed': 494, 'obsolete': 494, 'logical': 494, 'altogether': 493, 'chart': 493, 'considerable': 493, 'wallet': 493, 'minolta': 493, 'inconvenience': 492, 'rapidly': 492, 'determined': 492, 'cake': 492, 'private': 492, 'ccd': 492, 'america': 491, 'sweat': 491, 'fringing': 491, 'counter': 490, 'choppy': 490, 'stabilized': 490, 'vine': 490, 'cellphone': 489, 'listener': 489, 'asks': 489, 'cannon': 489, 'appreciated': 488, 'boat': 488, 'successful': 487, 'pogoplug': 487, 'eat': 486, 'staying': 486, 'furthermore': 486, 'substitute': 486, 'painless': 486, 'reformat': 486, 'conventional': 485, 'shaped': 485, 'occur': 485, 'alternate': 484, 'california': 484, 'clone': 484, 'seemingly': 483, 'organized': 483, 'blast': 483, 'assembly': 483, 'forwarding': 483, 'enables': 482, 'strike': 482, 'blowing': 482, 'booted': 482, 'diffuser': 482, 'buffering': 482, 'recognizes': 481, 'inability': 481, 'afternoon': 481, 'impress': 481, 'extends': 480, 'lying': 480, 'stopping': 480, 'jpegs': 480, 'worthwhile': 479, 'lever': 479, 'unhappy': 478, 'dig': 478, 'rounded': 478, 'ounce': 478, 'sharpest': 478, 'handed': 477, 'judge': 477, 'matched': 477, 'tooth': 477, 'inner': 476, 'activation': 476, 'largely': 476, 'clumsy': 476, 'steep': 476, 'circular': 476, 'household': 475, 'sennheisers': 475, 'admittedly': 475, 'unplugging': 475, 'ala': 474, 'land': 474, 'idiot': 474, 'gpu': 474, 'prevents': 473, 'akg': 473, 'chipset': 473, 'substantially': 473, 'pool': 472, 'fabric': 472, 'mentioning': 472, 'tokina': 472, 'silicone': 471, 'satisfying': 471, 'chain': 471, 'patient': 471, 'finepix': 471, 'kidding': 470, 'appeal': 470, 'disadvantage': 470, 'panny': 470, 'sticky': 469, 'vastly': 468, 'featured': 468, 'ghosting': 468, 'repeated': 467, 'rave': 467, 'encounter': 467, 'modest': 467, 'codec': 467, 'blocked': 467, 'powerline': 467, 'appealing': 466, 'sexy': 466, 'wash': 466, 'grace': 466, 'db': 465, 'unfortunate': 464, 'remarkably': 464, 'flawed': 464, 'hum': 464, 'reboots': 464, 'briefly': 463, 'farther': 463, 'excessive': 463, 'smile': 463, 'intention': 463, 'pancake': 463, 'foscam': 463, 'follows': 462, 'clue': 462, 'warehouse': 462, 'speedy': 462, 'bamboo': 462, 'reminds': 461, 'storm': 461, 'extent': 461, 'exceeds': 461, 'iomega': 461, 'goflex': 461, 'resistance': 460, 'training': 460, 'glance': 459, 'transmit': 459, 'peace': 459, 'tutorial': 459, 'endless': 459, 'international': 458, 'backward': 458, 'reducing': 458, 'ed': 458, 'adjusts': 458, 'lp': 458, 'woman': 457, 'tightly': 457, 'drawer': 456, 'enhance': 456, 'oil': 456, 'cropping': 456, 'filling': 455, 'homework': 455, 'lover': 455, 'hike': 455, 'hotspot': 454, 'estate': 454, 'overkill': 454, 'wished': 453, 'recover': 453, 'coby': 453, 'sudden': 452, 'freedom': 452, 'walkman': 452, 'halfway': 452, 'nikons': 452, 'spread': 452, 'dns': 452, 'tomorrow': 451, 'settle': 450, 'muffled': 450, 'downstairs': 450, 'isos': 450, 'neighborhood': 449, 'named': 449, 'september': 449, 'hack': 449, 'twenty': 449, 'solar': 449, 'applies': 449, 'lame': 449, 'stutter': 449, 'transport': 449, 'edited': 449, 'uhf': 449, 'matching': 448, 'reconnect': 448, 'structure': 448, 'pilot': 447, 'brain': 447, 'suffers': 447, 'communicate': 447, 'norton': 447, 'manfrotto': 447, 'backlighting': 446, 'registration': 446, 'genuine': 446, 'warn': 446, 'unknown': 446, 'gamers': 446, 'tempted': 446, 'occurs': 446, 'blaster': 446, 'wdtv': 446, 'young': 445, 'aging': 445, 'defeat': 445, 'defined': 445, 'alkaline': 445, 'marantz': 445, 'aspire': 445, 'writer': 444, 'stack': 444, 'characteristic': 444, 'slave': 444, 'fluid': 443, 'buzz': 443, 'grow': 443, 'permanent': 443, 'prove': 443, 'jam': 442, 'changer': 442, 'dialog': 442, 'ink': 442, 'severe': 442, 'fuss': 442, 'flush': 442, 'iconia': 442, 'ample': 441, 'useable': 441, 'sunset': 441, 'ftp': 441, 'uninstall': 441, 'rendition': 441, 'tendency': 441, 'spoken': 440, 'rent': 440, 'stolen': 440, 'htc': 440, 'spoiled': 440, 'hookup': 440, 'tungsten': 440, 'panning': 440, 'aftermarket': 439, 'satisfy': 439, 'glow': 439, 'mohu': 439, 'readable': 438, 'countless': 438, 'perfection': 438, 'corel': 438, 'segment': 437, 'razor': 437, 'attribute': 437, 'fn': 437, 'resulted': 436, 'protecting': 436, 'reservation': 435, 'approx': 435, 'psu': 435, 'messed': 434, 'lite': 434, 'explore': 434, 'yr': 434, 'composition': 434, 'leak': 434, 'yield': 434, 'overheating': 434, 'revolution': 434, 'protocol': 433, 'bullet': 433, 'intensive': 433, 'heft': 433, 'tedious': 433, 'interfere': 432, 'agreed': 432, 'phillips': 432, 're': 432, 'messenger': 432, 'verified': 431, 'booting': 431, 'intermittent': 431, 'blog': 431, 'rio': 431, 'leading': 431, 'everytime': 431, 'indicating': 431, 'configuring': 431, 'animal': 431, 'folio': 431, 'steel': 430, 'contrary': 430, 'resetting': 430, 'cartridge': 430, 'xl': 430, 'nearest': 429, 'expandable': 429, 'logged': 429, 'reflect': 429, 'lineup': 429, 'ssds': 429, 'casio': 428, 'hesitation': 428, 'brown': 428, 'challenging': 428, 'club': 428, 'assigned': 428, 'detachable': 428, 'mileage': 427, 'ordinary': 427, 'outage': 427, 'crowd': 427, 'writes': 427, 'erase': 427, 'warner': 427, 'daytime': 426, 'chair': 426, 'scheme': 426, 'technica': 426, 'handful': 426, 'unstable': 426, 'tele': 426, 'vhf': 426, 'receipt': 425, 'planet': 425, 'estimate': 425, 'ipaq': 425, 'bookmark': 424, 'cleaned': 424, 'fisheye': 424, 'certified': 424, 'cracked': 423, 'symbol': 423, 'offline': 423, 'bracketing': 423, 'presence': 422, 'study': 422, 'avail': 422, 'clamp': 422, 'border': 421, 'unexpected': 421, 'folding': 421, 'reinstall': 420, 'identify': 420, 'voip': 420, 'paste': 420, 'subtitle': 420, 'webpage': 419, 'delighted': 419, 'terk': 419, 'fyi': 419, 'phase': 419, 'networked': 419, 'disaster': 418, 'affected': 418, 'tapping': 418, 'fixing': 418, 'lossless': 418, 'complement': 418, 'electric': 418, 'legacy': 418, 'suggests': 417, 'growing': 417, 'bummer': 417, 'pod': 417, 'answered': 417, 'nervous': 417, 'attic': 417, 'prompted': 417, 'blind': 417, 'kinect': 417, 'touched': 416, 'sends': 416, 'inconsistent': 416, 'brainer': 416, 'dramatic': 416, 'shutting': 416, 'fired': 416, 'gauge': 415, 'dull': 415, 'cardboard': 415, 'booklet': 415, 'eliminated': 414, 'forcing': 414, 'accomplish': 414, 'knocked': 414, 'overcome': 414, 'prosumer': 414, 'tied': 413, 'saturated': 413, 'joystick': 413, 'throwing': 413, 'lanyard': 413, 'detects': 413, 'bloatware': 413, 'meg': 412, 'snugly': 412, 'satisfaction': 412, 'blazing': 412, 'peak': 411, 'insane': 410, 'smudge': 410, 'responded': 410, 'hefty': 410, 'lugging': 410, 'develop': 410, 'demanding': 410, 'nokia': 410, 'rolling': 409, 'prop': 409, 'blend': 409, 'removal': 409, 'plantronics': 409, 'suffice': 409, 'buzzing': 408, 'enclosed': 408, 'fiber': 408, 'amazonbasics': 408, 'grown': 407, 'oddly': 407, 'overwhelming': 407, 'surrounding': 407, 'obtain': 407, 'positioning': 407, 'flickr': 407, 'minimize': 406, 'colorful': 406, 'voila': 406, 'father': 406, 'delicate': 406, 'eliminates': 406, 'opera': 405, 'spreadsheet': 405, 'revision': 405, 'electricity': 405, 'parameter': 405, 'tile': 405, 'spite': 404, 'terminal': 404, 'slightest': 404, 'jabra': 404, 'upconverting': 404, 'avid': 403, 'triple': 403, 'anker': 403, 'strictly': 402, 'king': 402, 'dealer': 402, 'audiophiles': 401, 'flac': 401, 'measurement': 401, 'moderately': 401, 'venue': 401, 'aim': 401, 'booster': 400, 'invested': 400, 'cigarette': 399, 'lately': 399, 'newly': 399, 'scope': 399, 'workaround': 399, 'independent': 398, 'criterion': 398, 'smartphones': 398, 'pitch': 398, 'occurred': 398, 'plex': 398, 'implemented': 397, 'horizontally': 397, 'scratching': 397, 'presented': 397, 'downgrade': 397, 'unobtrusive': 397, 'reaching': 396, 'memo': 396, 'fiddle': 396, 'diameter': 395, 'compose': 395, 'rewind': 395, 'escort': 395, 'modify': 394, 'kudos': 394, 'goodness': 394, 'girlfriend': 394, 'deleting': 393, 'clutter': 393, 'hero': 393, 'disagree': 393, 'longest': 393, 'dance': 393, 'dependent': 393, 'ice': 393, 'bulkier': 392, 'travelling': 392, 'hobbyist': 392, 'refer': 392, 'opt': 392, 'photographing': 392, 'queue': 391, 'rotation': 391, 'experimenting': 391, 'specially': 390, 'wrapped': 390, 'vx': 390, 'cowon': 390, 'latch': 390, 'swing': 389, 'nose': 389, 'disappear': 389, 'accidental': 389, 'reporting': 389, 'distinct': 389, 'longevity': 388, 'improving': 388, 'se': 388, 'softness': 388, 'arc': 388, 'fiio': 388, 'monday': 388, 'necessity': 387, 'ic': 387, 'conflict': 387, 'ocz': 387, 'calculator': 386, 'drum': 386, 'achieved': 386, 'url': 386, 'customized': 385, 'rattle': 385, 'nonetheless': 385, 'fooled': 385, 'worrying': 384, 'police': 384, 'mighty': 383, 'noting': 383, 'clever': 383, 'xm': 383, 'solves': 382, 'suffered': 382, 'boombox': 382, 'density': 382, 'revue': 382, 'parking': 381, 'aka': 381, 'docsis': 381, 'adult': 380, 'swapped': 380, 'sister': 380, 'crashing': 380, 'boomy': 380, 'widest': 380, 'consuming': 380, 'overhead': 380, 'solely': 379, 'contain': 379, 'mere': 379, 'fade': 379, 'exists': 379, 'organize': 378, 'linked': 378, 'questionable': 378, 'authorized': 378, 'bean': 378, 'expose': 378, 'varying': 378, 'incorrect': 378, 'blah': 378, 'upconversion': 378, 'girl': 377, 'relief': 377, 'costly': 376, 'ownership': 376, 'league': 376, 'grid': 376, 'exchanged': 375, 'mk': 375, 'multitasking': 374, 'excels': 373, 'reproduce': 373, 'generous': 373, 'offset': 373, 'jumping': 373, 'verbatim': 373, 'abc': 373, 'reflective': 372, 'representative': 372, 'wpa': 372, 'relevant': 371, 'z': 371, 'mesh': 371, 'helping': 371, 'xbmc': 371, 'etymotic': 370, 'objective': 370, 'polarizer': 370, 'gun': 370, 'ultrabook': 370, 'bolt': 369, 'accepts': 369, 'unlock': 369, 'lasting': 369, 'definately': 369, 'scanning': 369, 'carbon': 369, 'optically': 369, 'bb': 369, 'overseas': 368, 'brushed': 368, 'inclined': 368, 'breath': 368, 'oly': 368, 'ebooks': 367, 'hill': 367, 'secret': 367, 'recommending': 367, 'etrex': 367, 'zippered': 367, 'que': 367, 'ignored': 366, 'quirky': 366, 'privacy': 366, 'operated': 366, 'vega': 366, 'trusty': 365, 'discomfort': 365, 'signature': 365, 'bent': 365, 'availability': 364, 'usefulness': 364, 'typed': 364, 'interval': 364, 'race': 364, 'teleconverter': 364, 'vado': 364, 'february': 363, 'thumbnail': 363, 'nintendo': 363, 'crackle': 363, 'meantime': 363, 'bottle': 363, 'mino': 363, 'conference': 362, 'pb': 362, 'panoramic': 362, 'lacked': 362, 'topo': 362, 'livescribe': 362, 'accent': 361, 'flicker': 361, 'severely': 360, 'incompatible': 360, 'ruined': 360, 'aimed': 360, 'hitachi': 360, 'poster': 360, 'national': 359, 'exciting': 359, 'lighted': 359, 'automated': 359, 'confusion': 359, 'marginal': 358, 'inserting': 358, 'bumped': 358, 'projection': 358, 'warmer': 357, 'creep': 357, 'dropbox': 356, 'enjoyment': 356, 'rechargable': 356, 'astounding': 356, 'disposable': 356, 'snapped': 356, 'newbie': 356, 'pathetic': 355, 'aforementioned': 355, 'swapping': 355, 'stood': 355, 'fry': 355, 'duplicate': 355, 'fed': 355, 'engineered': 355, 'dying': 354, 'esp': 354, 'marginally': 354, 'loyal': 354, 'progressive': 354, 'exceed': 354, 'innovative': 354, 'glue': 354, 'lengthy': 354, 'discharge': 353, 'ff': 353, 'vc': 353, 'isnt': 352, 'unlikely': 352, 'owns': 352, 'stink': 352, 'champ': 352, 'variation': 352, 'thinkpad': 352, 'shipment': 352, 'geocaching': 352, 'camp': 352, 'inaccurate': 351, 'synch': 351, 'framing': 351, 'miracle': 351, 'config': 351, 'accordingly': 351, 'evident': 351, 'polished': 351, 'speakerphone': 351, 'acting': 350, 'unresponsive': 350, 'void': 350, 'visually': 350, 'contract': 350, 'corporate': 350, 'upright': 350, 'percentage': 350, 'aid': 350, 'lean': 349, 'passing': 349, 'macintosh': 349, 'broadcasting': 349, 'inadequate': 349, 'nowadays': 349, 'stitching': 349, 'responding': 349, 'responds': 348, 'invisible': 348, 'documented': 348, 'styling': 348, 'gently': 348, 'rendered': 348, 'acquire': 348, 'liquid': 348, 'pronounced': 348, 'assured': 348, 'k': 347, 'responsiveness': 347, 'tweeter': 347, 'degradation': 347, 'asleep': 347, 'dpi': 346, 'cry': 346, 'india': 346, 'closet': 346, 'dragging': 346, 'sealing': 346, 'debating': 346, 'quicktime': 346, 'eneloop': 345, 'vice': 345, 'agent': 345, 'thorough': 344, 'remained': 344, 'preloaded': 344, 'fox': 344, 'slows': 344, 'selector': 344, 'fuze': 344, 'restarted': 344, 'installer': 344, 'unfamiliar': 343, 'survive': 343, 'valid': 343, 'dre': 343, 'quibble': 343, 'audyssey': 343, 'fatigue': 342, 'synced': 342, 'harddrive': 342, 'precisely': 342, 'lazy': 341, 'purely': 341, 'faint': 341, 'screwdriver': 341, 'weaker': 341, 'boston': 341, 'nine': 341, 'qos': 341, 'fusion': 341, 'dropcam': 341, 'argue': 340, 'refurb': 340, 'blurring': 340, 'reaction': 340, 'logging': 340, 'richer': 340, 'pi': 340, 'sounddock': 340, 'concrete': 339, 'lady': 339, 'contained': 339, 'ion': 339, 'traveler': 339, 'telescope': 339, 'blade': 339, 'ebook': 338, 'boring': 338, 'requested': 338, 'sand': 338, 'hip': 337, 'microfiber': 337, 'corrupted': 337, 'tradeoff': 337, 'silicon': 337, 'pix': 337, 'buried': 337, 'wb': 337, 'hauppauge': 337, 'shaking': 336, 'routine': 336, 'expanded': 336, 'tint': 336, 'restriction': 335, 'directed': 335, 'heaven': 335, 'timing': 335, 'winter': 335, 'comprehensive': 335, 'mics': 335, 'cruzer': 335, 'tighten': 334, 'sleeping': 334, 'bat': 334, 'continually': 334, 'sick': 334, 'disappeared': 334, 'precious': 334, 'chore': 334, 'standalone': 334, 'deserve': 334, 'workstation': 334, 'niche': 334, 'articulating': 333, 'advertisement': 333, 'oriented': 333, 'bleeding': 333, 'bypass': 333, 'cox': 333, 'scheduled': 332, 'advertise': 332, 'puppy': 332, 'understood': 332, 'pass': 332, 'docked': 332, 'column': 332, 'intersection': 332, 'hbo': 332, 'chromebooks': 332, 'evo': 331, 'widely': 331, 'operator': 331, 'crowded': 331, 'prong': 331, 'illuminated': 331, 'avatar': 331, 'sake': 330, 'slippery': 330, 'moreover': 330, 'workhorse': 330, 'qwerty': 330, 'tweaked': 330, 'reciever': 330, 'exr': 330, 'dated': 329, 'rocker': 329, 'dimming': 329, 'rhapsody': 329, 'chest': 328, 'motorcycle': 328, 'respectable': 328, 'sequential': 328, 'oled': 328, 'paperwhite': 328, 'audiobooks': 327, 'sonic': 327, 'inherent': 327, 'readynas': 327, 'patriot': 327, 'embedded': 326, 'dissapointed': 326, 'aesthetically': 326, 'recommends': 326, 'ooma': 326, 'speedlite': 326, 'el': 326, 'medialink': 326, 'carrier': 325, 'alive': 325, 'resting': 325, 'intense': 325, 'export': 325, 'sporting': 325, 'sp': 325, 'interstate': 325, 'digic': 325, 'aac': 324, 'mod': 324, 'com': 324, 'temporarily': 324, 'noticable': 324, 'musician': 324, 'dependable': 324, 'saturday': 324, 'cyberpower': 324, 'modified': 323, 'knowledgeable': 323, 'jean': 323, 'dj': 323, 'out': 323, 'join': 323, 'ia': 323, 'dialogue': 322, 'bound': 322, 'painfully': 322, 'cramped': 322, 'handwriting': 322, 'grill': 322, 'stationary': 322, 'eyepiece': 322, 'crossover': 322, 'nuance': 321, 'nasty': 321, 'trusted': 321, 'override': 321, 'darkness': 321, 'sink': 321, 'fifty': 320, 'groove': 320, 'neoprene': 320, 'muted': 319, 'cc': 319, 'conveniently': 319, 'floating': 319, 'releasing': 319, 'estimated': 319, 'trendnet': 319, 'commonly': 318, 'seek': 318, 'ya': 318, 'sr': 318, 'tighter': 318, 'cranked': 318, 'sirius': 318, 'ihome': 318, 'employee': 317, 'oz': 317, 'neatly': 317, 'architecture': 317, 'discus': 317, 'hat': 317, 'sacd': 317, 'nylon': 317, 'corded': 317, 'branded': 317, 'marketed': 316, 'utterly': 316, 'killed': 316, 'filtering': 316, 'quote': 316, 'textured': 316, 'skipped': 316, 'bestbuy': 315, 'canada': 315, 'cbs': 315, 'lecture': 315, 'powerpoint': 315, 'sideways': 314, 'ecosystem': 314, 'silence': 314, 'remind': 314, 'alright': 314, 'pvr': 314, 'encoded': 313, 'commute': 313, 'coat': 313, 'caller': 313, 'drill': 313, 'efficiency': 313, 'isolated': 313, 'curved': 313, 'scream': 313, 'bouncing': 313, 'ttl': 313, 'candid': 313, 'qc': 313, 'lightly': 312, 'jerky': 312, 'nc': 312, 'twitter': 312, 'honor': 312, 'japanese': 312, 'noticing': 312, 'adequately': 312, 'ranging': 312, 'rented': 312, 'professionally': 312, 'strobe': 312, 'angled': 312, 'presumably': 312, 'involves': 311, 'fellow': 311, 'individually': 311, 'horribly': 310, 'rush': 310, 'conjunction': 310, 'snapping': 310, 'afterwards': 310, 'secondly': 310, 'roadmate': 310, 'lowered': 309, 'notably': 309, 'assistance': 309, 'pump': 309, 'msn': 309, 'shaky': 309, 'desirable': 308, 'dud': 308, 'closure': 308, 'arrangement': 308, 'insurance': 308, 'bic': 308, 'script': 308, 'guidance': 307, 'refined': 307, 'feb': 307, 'gallery': 306, 'algorithm': 306, 'tilting': 305, 'lake': 305, 'syncs': 305, 'collar': 305, 'wps': 305, 'joint': 304, 'mouth': 304, 'ibm': 304, 'iems': 304, 'flagship': 304, 'maintenance': 304, 'evaluate': 304, 'auxiliary': 304, 'modification': 303, 'thirty': 303, 'foreign': 303, 'accepted': 303, 'acquired': 303, 'closeup': 303, 'broad': 303, 'sonys': 303, 'damaging': 303, 'east': 303, 'specify': 303, 'collect': 303, 'drm': 302, 'timed': 302, 'cruise': 302, 'temporary': 302, 'camping': 302, 'visor': 302, 'mike': 302, 'transparent': 302, 'decently': 302, 'delight': 302, 'dreaded': 302, 'seldom': 301, 'church': 301, 'unused': 301, 'finicky': 301, 'enormous': 301, 'incident': 301, 'keystroke': 301, 'explaining': 301, 'kbps': 301, 'quest': 301, 'enterprise': 301, 'mkii': 301, 'grabbed': 300, 'wondered': 300, 'quietly': 300, 'caviar': 300, 'swear': 299, 'extending': 299, 'bitrate': 299, 'cream': 299, 'slideshow': 299, 'staff': 298, 'arrives': 298, 'periodically': 298, 'cart': 298, 'rgb': 298, 'nbc': 298, 'specified': 297, 'illumination': 297, 'operational': 297, 'permission': 297, 'xps': 297, 'margin': 296, 'dump': 296, 'disconnecting': 296, 'stuttering': 296, 'surveillance': 296, 'actiontec': 296, 'partly': 295, 'famous': 295, 'york': 295, 'execution': 295, 'nero': 295, 'blueray': 295, 'cloudy': 294, 'slipping': 294, 'wore': 294, 'anyhow': 294, 'nyc': 294, 'applying': 294, 'specialized': 294, 'q': 294, 'hurry': 293, 'outweigh': 293, 'explains': 293, 'hello': 293, 'chicago': 293, 'rigid': 293, 'excess': 293, 'contrasty': 293, 'disabling': 292, 'likewise': 292, 'trend': 292, 'encoding': 292, 'circuitry': 292, 'delivering': 292, 'partial': 292, 'generate': 292, 'dangerous': 292, 'ancient': 292, 'recycle': 292, 'winegard': 292, 'freak': 291, 'iteration': 291, 'toast': 291, 'favorable': 291, 'recieved': 291, 'evaluation': 291, 'diamond': 291, 'bathroom': 291, 'sheer': 291, 'heading': 291, 'warrant': 291, 'uninstalled': 291, 'varies': 290, 'parental': 290, 'titanium': 290, 'appointment': 290, 'secured': 290, 'gt': 290, 'resist': 290, 'stone': 290, 'ought': 290, 'colour': 289, 'reputable': 289, 'retain': 289, 'forgotten': 289, 'digit': 289, 'someday': 289, 'retro': 289, 'exhibit': 289, 'cabling': 289, 'dragon': 289, 'lip': 289, 'setpoint': 289, 'disney': 288, 'recharged': 288, 'adopter': 288, 'pal': 288, 'gizmo': 288, 'ripping': 288, 'riding': 288, 'faith': 288, 'prepare': 288, 'configurable': 288, 'behold': 288, 'gtx': 288, 'tegra': 288, 'finest': 287, 'understandable': 287, 'impedance': 287, 'pile': 287, 'assure': 287, 'capacitive': 286, 'fight': 286, 'luxury': 286, 'sturdier': 286, 'west': 286, 'retired': 286, 'subsequent': 285, 'encourage': 285, 'unbelievably': 285, 'anticipated': 285, 'mad': 284, 'beam': 284, 'grundig': 284, 'kb': 284, 'earned': 284, 'upwards': 284, 'leakage': 284, 'isolate': 284, 'streamer': 284, 'notable': 283, 'flipping': 283, 'borrowed': 283, 'contacting': 283, 'envy': 283, 'tho': 283, 'sucker': 283, 'wound': 283, 'delayed': 283, 'nd': 283, 'griffin': 283, 'teach': 282, 'rotates': 282, 'dec': 282, 'pointless': 282, 'subscribe': 282, 'preserve': 282, 'standpoint': 282, 'waypoints': 282, 'toslink': 282, 'tonight': 281, 'officially': 281, 'permit': 280, 'crisper': 280, 'distort': 280, 'ding': 280, 'replay': 280, 'nit': 280, 'rubbery': 280, 'struggling': 280, 'shortest': 280, 'cm': 279, 'unwanted': 279, 'al': 279, 'isolating': 279, 'preamp': 279, 'artificial': 279, 'creation': 279, 'phantom': 279, 'gathering': 278, 'argument': 278, 'archos': 278, 'tour': 278, 'observed': 278, 'soccer': 278, 'memorex': 278, 'concerning': 278, 'torn': 277, 'exclusive': 277, 'stepped': 277, 'glaring': 277, 'gentle': 277, 'beside': 277, 'appliance': 277, 'innovation': 277, 'dv': 277, 'proud': 277, 'scared': 277, 'chassis': 277, 'slingshot': 277, 'staple': 277, 'crippled': 276, 'fingertip': 276, 'partner': 276, 'compelling': 276, 'issued': 276, 'loosen': 276, 'firing': 276, 'sector': 276, 'otg': 276, 'era': 275, 'whats': 275, 'holy': 275, 'freeagent': 275, 'counting': 275, 'otterbox': 275, 'rural': 274, 'wild': 274, 'award': 274, 'jan': 274, 'stroke': 274, 'fish': 274, 'mph': 274, 'generated': 274, 'rolled': 273, 'fallen': 273, 'discussed': 273, 'nuisance': 273, 'nonsense': 273, 'thermal': 273, 'overclock': 273, 'superdrive': 273, 'gladly': 272, 'msrp': 272, 'fuller': 272, 'legend': 272, 'european': 272, 'narrowed': 272, 'jelly': 272, 'stud': 271, 'mpeg': 271, 'receives': 271, 'yep': 271, 'avoided': 271, 'hall': 271, 'convince': 271, 'tunnel': 271, 'maximize': 271, 'redundant': 271, 'havent': 271, 'frozen': 271, 'ev': 271, 'legal': 271, 'packet': 270, 'faq': 270, 'adhesive': 270, 'codecs': 270, 'introduction': 270, 'flaky': 270, 'fatal': 270, 'cranking': 270, 'histogram': 270, 'realizing': 269, 'downloadable': 269, 'rap': 269, 'magnesium': 269, 'effortlessly': 269, 'itrip': 269, 'heos': 269, 'challenged': 268, 'inadvertently': 268, 'membership': 268, 'briefcase': 268, 'expired': 268, 'avoiding': 268, 'jukebox': 268, 'viable': 268, 'launched': 268, 'advertises': 268, 'slimmer': 267, 'scientific': 267, 'uneven': 267, 'waist': 267, 'insanely': 267, 'sdxc': 267, 'eliminating': 266, 'emphasis': 266, 'rack': 266, 'visiting': 266, 'sharpening': 266, 'cloning': 266, 'copper': 266, 'ping': 266, 'zvox': 266, 'foremost': 265, 'stumbled': 265, 'flipped': 265, 'urge': 265, 'remembered': 265, 'terabyte': 265, 'steve': 264, 'claiming': 264, 'disappears': 264, 'signed': 264, 'discrete': 264, 'accomplished': 264, 'separated': 264, 'soap': 264, 'username': 264, 'purchaser': 263, 'marvel': 263, 'incoming': 263, 'dealt': 263, 'managing': 263, 'tc': 263, 'eats': 262, 'represents': 262, 'cellular': 262, 'seeking': 262, 'superzoom': 262, 'streak': 262, 'scary': 261, 'wallpaper': 261, 'seperate': 261, 'facility': 261, 'hotshoe': 261, 'pickup': 261, 'malfunction': 261, 'classy': 261, 'peaking': 261, 'centered': 260, 'unbeatable': 260, 'investing': 260, 'catching': 260, 'drone': 260, 'ergonomically': 260, 'consists': 260, 'painting': 260, 'vixia': 260, 'pre': 259, 'baseball': 259, 'ham': 259, 'tuck': 259, 'plethora': 259, 'ill': 259, 'contour': 259, 'java': 259, 'eyetv': 259, 'ny': 258, 'kindles': 258, 'salt': 258, 'increment': 258, 'buddy': 258, 'complexity': 258, 'zire': 258, 'vaio': 258, 'mba': 258, 'unpacked': 257, 'flick': 257, 'en': 257, 'survived': 257, 'relationship': 257, 'intent': 257, 'assembled': 257, 'metallic': 256, 'popup': 256, 'energizer': 256, 'approved': 256, 'phono': 256, 'tier': 256, 'manipulate': 256, 'tossed': 256, 'vi': 256, 'podcast': 256, 'dropout': 256, 'laggy': 256, 'displayport': 256, 'spyder': 256, 'hardwired': 255, 'internally': 255, 'remembers': 255, 'texas': 255, 'rub': 255, 'ge': 255, 'repeating': 255, 'remedy': 255, 'context': 255, 'coolest': 255, 'spaced': 255, 'backyard': 255, 'spotify': 255, 'geared': 254, 'adapt': 254, 'boast': 254, 'developing': 254, 'florida': 254, 'punchy': 254, 'spotty': 254, 'overlay': 254, 'compliant': 254, 'integrate': 254, 'threaded': 254, 'cybershot': 254, 'shall': 253, 'archive': 253, 'lined': 253, 'cheapo': 253, 'fi': 253, 'khz': 253, 'announcement': 253, 'rechargeables': 253, 'treated': 253, 'platter': 253, 'latency': 253, 'divider': 253, 'hollow': 253, 'butt': 253, 'launcher': 252, 'laugh': 252, 'discovery': 252, 'approaching': 252, 'dimmer': 252, 'sunday': 252, 'published': 252, 'runner': 252, 'spray': 252, 'microusb': 252, 'navigon': 252, 'horror': 251, 'po': 251, 'bearing': 251, 'adventure': 251, 'scenery': 251, 'thecanon': 251, 'moisture': 251, 'garmins': 251, 'cutout': 251, 'wmv': 251, 'confirmation': 250, 'obtained': 250, 'proceeded': 250, 'macbooks': 250, 'treadmill': 250, 'extraordinary': 250, 'hue': 250, 'unsure': 250, 'promising': 250, 'lo': 250, 'maintaining': 250, 'psp': 250, 'detour': 250, 'paragraph': 249, 'existed': 249, 'pillow': 249, 'adjacent': 249, 'rank': 249, 'experimented': 249, 'upnp': 249, 'obscure': 248, 'registering': 248, 'digging': 248, 'trap': 248, 'iem': 248, 'restored': 248, 'gloss': 248, 'nfc': 248, 'rocket': 247, 'strangely': 247, 'industrial': 247, 'aggressive': 247, 'competent': 247, 'meanwhile': 247, 'struggled': 247, 'manages': 247, 'webos': 247, 'pivot': 246, 'ereader': 246, 'drained': 246, 'disclaimer': 246, 'resort': 246, 'organizer': 246, 'justice': 246, 'fitted': 246, 'assistant': 246, 'toll': 246, 'imagined': 246, 'bite': 246, 'dive': 246, 'vlc': 246, 'megabyte': 245, 'capacitor': 245, 'versa': 245, 'museum': 245, 'banana': 244, 'century': 244, 'plugin': 244, 'los': 244, 'ht': 244, 'sufficiently': 244, 'mild': 244, 'battle': 244, 'winxp': 244, 'novelty': 244, 'increasingly': 244, 'viewable': 244, 'kardon': 244, 'enabling': 243, 'downright': 243, 'urban': 243, 'grados': 243, 'dl': 243, 'span': 243, 'containing': 243, 'pcm': 243, 'taller': 243, 'distribution': 243, 'magnavox': 243, 'bloggie': 243, 'minohd': 243, 'intermittently': 242, 'trivial': 242, 'merit': 242, 'processed': 242, 'stm': 242, 'omd': 242, 'iv': 242, 'artistic': 242, 'slowed': 242, 'magicjack': 242, 'literature': 241, 'traveled': 241, 'relying': 241, 'topic': 241, 'ha': 241, 'amplification': 241, 'fifth': 241, 'sore': 241, 'productive': 241, 'wishing': 241, 'theme': 241, 'cop': 241, 'discounted': 240, 'sole': 240, 'pole': 240, 'negligible': 240, 'wary': 240, 'supplement': 240, 'sandwich': 240, 'gorilla': 240, 'camper': 240, 'stitch': 240, 'degrade': 240, 'ati': 240, 'tm': 240, 'freeware': 239, 'natively': 239, 'crossed': 239, 'rumor': 239, 'cobra': 239, 'eg': 239, 'assignment': 239, 'stepping': 239, 'established': 239, 'pulse': 238, 'chord': 238, 'sacrificing': 238, 'informative': 238, 'minimalist': 238, 'vintage': 238, 'beating': 238, 'inclusion': 238, 'rename': 238, 'steam': 238, 'unifying': 238, 'marware': 238, 'lockup': 237, 'reveal': 237, 'soul': 237, 'downward': 237, 'hog': 237, 'restarting': 237, 'knife': 237, 'mf': 237, 'identified': 237, 'picasa': 237, 'chunk': 236, 'accidently': 236, 'tinkering': 236, 'revised': 236, 'hop': 236, 'align': 236, 'believed': 236, 'tucked': 236, 'horse': 236, 'aperature': 236, 'analysis': 236, 'ois': 236, 'efficiently': 235, 'digitally': 235, 'driveway': 235, 'rail': 235, 'hissing': 235, 'guaranteed': 235, 'matrix': 235, 'firework': 235, 'composing': 235, 'math': 235, 'decoding': 235, 'antivirus': 235, 'jawbone': 235, 'diagram': 234, 'successor': 234, 'fairness': 234, 'science': 234, 'disturbing': 234, 'gel': 234, 'cycling': 234, 'coin': 234, 'supervisor': 234, 'peel': 234, 'yoga': 234, 'fighting': 233, 'earplug': 233, 'stretched': 233, 'annoy': 233, 'sucked': 233, 'assumption': 233, 'utilizing': 233, 'speedlight': 233, 'retention': 233, 'technological': 232, 'dinner': 232, 'organization': 232, 'kaito': 232, 'exploring': 232, 'leader': 232, 'physic': 232, 'omission': 232, 'garden': 232, 'cheesy': 231, 'john': 231, 'unfair': 231, 'byte': 231, 'boxed': 231, 'reformatted': 231, 'tn': 231, 'spanish': 230, 'keychain': 230, 'aps': 230, 'underpowered': 230, 'huh': 230, 'reflects': 230, 'sea': 230, 'calibrating': 230, 'envelope': 230, 'decides': 230, 'instantaneous': 230, 'tilted': 230, 'cancelled': 229, 'animation': 229, 'verdict': 229, 'promotion': 229, 'concluded': 229, 'labor': 229, 'deluxe': 229, 'rise': 229, 'jet': 229, 'conclude': 229, 'routinely': 229, 'duh': 229, 'acquisition': 229, 'importance': 229, 'speaks': 229, 'da': 229, 'tomato': 229, 'mobo': 229, 'distraction': 228, 'paperweight': 228, 'reminded': 228, 'coast': 228, 'restricted': 228, 'drawn': 228, 'maxed': 228, 'xmas': 228, 'loudness': 228, 'dtv': 228, 'retractable': 228, 'wobble': 227, 'screaming': 227, 'haul': 227, 'powerbook': 227, 'sq': 227, 'axis': 227, 'evidence': 227, 'programmer': 227, 'quantity': 226, 'leaning': 226, 'marking': 226, 'reminder': 226, 'tdk': 226, 'j': 226, 'glued': 226, 'scare': 226, 'absence': 226, 'naked': 226, 'waking': 225, 'interestingly': 225, 'biggie': 225, 'actively': 225, 'drastically': 225, 'destroyed': 225, 'freely': 225, 'typist': 225, 'summarize': 225, 'spike': 225, 'revealed': 225, 'intermediate': 225, 'ocean': 225, 'polarizing': 225, 'narrower': 225, 'hsm': 225, 'designing': 225, 'debate': 225, 'pinnacle': 225, 'expander': 225, 'lunch': 224, 'mainstream': 224, 'comfy': 224, 'confuse': 224, 'lightest': 224, 'foreground': 224, 'zuiko': 224, 'wiggle': 223, 'enlarge': 223, 'judging': 223, 'tension': 223, 'emphasize': 223, 'fedex': 223, 'introduce': 223, 'cosmetic': 223, 'articulated': 223, 'mediabridge': 223, 'multitude': 222, 'recognizing': 222, 'subway': 222, 'contender': 222, 'floppy': 222, 'midland': 222, 'conserve': 222, 'eagle': 222, 'horizon': 222, 'container': 222, 'elevation': 222, 'helmet': 222, 'grew': 221, 'namely': 221, 'coupon': 221, 'touted': 221, 'arranged': 221, 'outing': 221, 'wattage': 221, 'wav': 221, 'slowest': 221, 'numeric': 221, 'compactflash': 220, 'slipped': 220, 'clipping': 220, 'recomend': 220, 'calculation': 220, 'dummy': 220, 'downgraded': 220, 'evenly': 220, 'hoya': 220, 'rangefinder': 220, 'fw': 220, 'deficiency': 219, 'effortless': 219, 'knocking': 219, 'beyerdynamic': 219, 'maintains': 219, 'aiming': 219, 'bumping': 219, 'vod': 219, 'optimize': 218, 'distinguish': 218, 'journey': 218, 'underside': 218, 'wiped': 218, 'reflected': 217, 'beloved': 217, 'maneuver': 217, 'candle': 217, 'deeply': 217, 'belief': 217, 'profit': 217, 'batter': 217, 'continuing': 217, 'rotated': 217, 'kvm': 217, 'upconvert': 217, 'elgato': 217, 'overclocked': 216, 'referred': 216, 'commander': 216, 'bending': 216, 'alignment': 216, 'doctor': 216, 'halo': 216, 'particle': 216, 'interruption': 216, 'defender': 216, 'smartware': 216, 'fortune': 215, 'justified': 215, 'retrieve': 215, 'dare': 215, 'transmitting': 215, 'traded': 215, 'venture': 215, 'funky': 215, 'dent': 215, 'backspace': 215, 'frill': 215, 'implement': 215, 'stunned': 215, 'reluctant': 215, 'incremental': 215, 'hardcore': 215, 'bias': 214, 'rim': 214, 'destroy': 214, 'arguably': 214, 'clearance': 214, 'doubled': 214, 'magical': 214, 'uuml': 214, 'buckle': 214, 'erratic': 214, 'lapse': 214, 'coordinate': 214, 'coaster': 214, 'booming': 214, 'bone': 213, 'weekly': 213, 'timely': 213, 'aligned': 213, 'candy': 213, 'economical': 213, 'mature': 213, 'lining': 213, 'couldnt': 213, 'optimum': 213, 'pipe': 213, 'diopter': 213, 'kink': 213, 'omg': 213, 'wmp': 213, 'banding': 213, 'tote': 212, 'role': 212, 'inspection': 212, 'earcups': 212, 'consequently': 212, 'shy': 212, 'interaction': 212, 'heartbeat': 212, 'junction': 212, 'armband': 212, 'minidv': 212, 'mirroring': 212, 'nabi': 212, 'dictionary': 211, 'visited': 211, 'cluttered': 211, 'splash': 211, 'jogging': 211, 'asap': 211, 'airline': 211, 'do': 211, 'usd': 211, 'headed': 211, 'flickering': 211, 'rumble': 211, 'rectangular': 211, 'sentence': 210, 'nov': 210, 'county': 210, 'myriad': 210, 'audience': 210, 'tinker': 210, 'weighing': 210, 'digicam': 210, 'attack': 210, 'earpads': 210, 'clipped': 210, 'dvrs': 210, 'nutshell': 210, 'clasp': 210, 'airflow': 210, 'gimmicky': 210, 'shifting': 210, 'pcie': 210, 'tcl': 210, 'roamio': 210, 'scanned': 209, 'preventing': 209, 'tangled': 209, 'wart': 209, 'ditch': 209, 'dr': 209, 'pixelated': 209, 'refreshing': 209, 'men': 209, 'diagonal': 209, 'mapped': 209, 'responsible': 208, 'brightest': 208, 'kicked': 208, 'proximity': 208, 'lowering': 208, 'concentrate': 208, 'wouldnt': 208, 'simultaneous': 208, 'dpreview': 208, 'turbo': 208, 'reinstalled': 208, 'gram': 208, 'noble': 207, 'porch': 207, 'smoke': 207, 'downtown': 207, 'recharges': 207, 'gradually': 207, 'cousin': 207, 'decode': 207, 'attracted': 207, 'discovering': 207, 'seam': 207, 'racing': 207, 'overclocking': 207, 'functioned': 206, 'manageable': 206, 'slowing': 206, 'uncompressed': 206, 'passenger': 206, 'answering': 206, 'iris': 206, 'troubleshoot': 206, 'moca': 206, 'spacing': 205, 'miniature': 205, 'drift': 205, 'ridge': 205, 'transmitted': 205, 'compress': 205, 'exaggerated': 205, 'abysmal': 205, 'cube': 205, 'complains': 205, 'reversed': 205, 'tether': 205, 'jaw': 205, 'debated': 205, 'assemble': 205, 'sam': 205, 'tester': 205, 'quickcam': 205, 'moko': 205, 'hungry': 204, 'ramp': 204, 'incorrectly': 204, 'overlook': 204, 'simplified': 204, 'pm': 204, 'relation': 204, 'jewel': 204, 'respectively': 204, 'tiffen': 204, 'ideally': 204, 'atlanta': 204, 'bottleneck': 204, 'painter': 204, 'phrase': 203, 'oct': 203, 'humming': 203, 'francisco': 203, 'thief': 203, 'depot': 203, 'antec': 203, 'ending': 203, 'routed': 203, 'tolerate': 203, 'carpet': 203, 'astonishing': 203, 'gamble': 203, 'raspberry': 203, 'imperfection': 202, 'fringe': 202, 'unpleasant': 202, 'upscale': 202, 'strongest': 202, 'flashed': 202, 'safer': 202, 'lint': 202, 'creativity': 202, 'independently': 202, 'ntsc': 202, 'plasticky': 202, 'swiping': 202, 'intuos': 202, 'qam': 202, 'rooting': 201, 'stripped': 201, 'overpowering': 201, 'whoever': 201, 'projected': 201, 'ugh': 201, 'intensity': 201, 'smallish': 201, 'sim': 201, 'ide': 201, 'vote': 201, 'chatting': 200, 'digitizer': 200, 'latitude': 200, 'gamma': 200, 'iffy': 200, 'warmth': 200, 'theoretically': 200, 'tangle': 200, 'maxtor': 200, 'reload': 200, 'creamy': 200, 'workflow': 200, 'roxio': 200, 'executed': 200, 'freaking': 200, 'fingernail': 199, 'tolerable': 199, 'obnoxious': 199, 'refunded': 199, 'withstand': 199, 'ce': 199, 'powerhouse': 199, 'furniture': 199, 'beef': 199, 'pip': 199, 'senn': 199, 'hf': 199, 'hawaii': 199, 'tt': 199, 'iop': 199, 'renting': 198, 'duration': 198, 'tivoli': 198, 'clarify': 198, 'revolutionary': 198, 'invaluable': 198, 'fond': 198, 'ventilation': 198, 'basketball': 198, 'motherboards': 198, 'trek': 198, 'raising': 198, 'blockbuster': 198, 'zagg': 198, 'rooted': 197, 'loosing': 197, 'pdfs': 197, 'supplier': 197, 'linear': 197, 'dime': 197, 'translates': 197, 'clamping': 197, 'pencil': 197, 'outperforms': 197, 'epic': 197, 'biased': 197, 'meh': 197, 'radeon': 197, 'un': 197, 'generates': 197, 'recalculating': 197, 'googling': 196, 'senior': 196, 'imported': 196, 'mandatory': 196, 'nicest': 196, 'overlooked': 196, 'slate': 196, 'pixelation': 196, 'insist': 196, 'graphical': 196, 'dome': 196, 'kernel': 196, 'plant': 196, 'delorme': 196, 'spindle': 196, 'fanboy': 196, 'begun': 195, 'marvelous': 195, 'younger': 195, 'hiding': 195, 'fried': 195, 'bizarre': 195, 'amongst': 195, 'counterpart': 195, 'rattling': 195, 'spell': 195, 'nr': 195, 'unibody': 195, 'newegg': 195, 'gamut': 195, 'eco': 195, 'vesa': 194, 'goodbye': 194, 'preface': 194, 'soundtrack': 194, 'flag': 194, 'coated': 194, 'uploads': 194, 'assessment': 194, 'tonal': 194, 'panasonics': 194, 'intentionally': 194, 'functionally': 194, 'believer': 194, 'gut': 194, 'branch': 194, 'premier': 194, 'scaling': 194, 'rev': 194, 'ppi': 194, 'vmware': 194, 'voyager': 194, 'evga': 194, 'clouding': 194, 'irrelevant': 193, 'prof': 193, 'fax': 193, 'egg': 193, 'attest': 193, 'humble': 193, 'inspiron': 193, 'breathing': 193, 'gather': 193, 'golden': 193, 'whichever': 193, 'reserve': 193, 'battlefield': 193, 'island': 193, 'stats': 193, 'anticipate': 193, 'lifting': 193, 'slacker': 193, 'newspaper': 192, 'gate': 192, 'accompanying': 192, 'bold': 192, 'tethered': 192, 'encrypted': 192, 'domain': 192, 'appearing': 192, 'molded': 192, 'sloppy': 192, 'cleared': 192, 'fifteen': 192, 'measuring': 192, 'submit': 192, 'zoo': 192, 'upto': 192, 'scam': 192, 'interview': 192, 'trailer': 192, 'xvid': 192, 'evernote': 192, 'ibook': 191, 'pun': 191, 'contest': 191, 'alike': 191, 'crane': 191, 'legendary': 191, 'kicking': 191, 'dg': 191, 'weakest': 191, 'msi': 191, 'restarts': 191, 'sweep': 190, 'alien': 190, 'mexico': 190, 'grass': 190, 'unnatural': 190, 'smoothness': 190, 'pristine': 190, 'steer': 190, 'hardest': 190, 'dense': 190, 'holster': 190, 'mat': 190, 'nib': 190, 'promedia': 190, 'forerunner': 190, 'hdv': 190, 'slap': 189, 'draining': 189, 'goody': 189, 'collecting': 189, 'whip': 189, 'pictured': 189, 'semi': 189, 'uk': 189, 'marble': 189, 'eager': 189, 'oregon': 189, 'brightly': 189, 'intact': 189, 'extenders': 189, 'streetpilot': 189, 'seated': 188, 'fluorescent': 188, 'jog': 188, 'preferably': 188, 'shoddy': 188, 'prominent': 188, 'degraded': 188, 'struck': 188, 'breathtaking': 188, 'washington': 188, 'french': 188, 'mint': 188, 'bicycle': 188, 'geforce': 188, 'territory': 188, 'updater': 188, 'samsungs': 188, 'barnes': 187, 'regretted': 187, 'handsome': 187, 'mystery': 187, 'fare': 187, 'twin': 187, 'whine': 187, 'preferable': 187, 'nomad': 187, 'em': 187, 'ken': 187, 'nat': 187, 'mood': 187, 'define': 187, 'diagnostic': 187, 'proceed': 187, 'bloated': 187, 'boosted': 187, 'stabilize': 186, 'magnificent': 186, 'counterfeit': 186, 'firstly': 186, 'oversight': 186, 'escape': 186, 'facial': 186, 'bye': 186, 'squaretrade': 186, 'borrow': 185, 'attract': 185, 'appropriately': 185, 'undoubtedly': 185, 'microwave': 185, 'streamlined': 185, 'interact': 185, 'corresponding': 185, 'fashioned': 185, 'dice': 185, 'fuse': 185, 'incompatibility': 185, 'binocs': 185, 'anxious': 185, 'varied': 185, 'smarter': 185, 'facetime': 185, 'pq': 185, 'inventory': 184, 'intrigued': 184, 'annoyingly': 184, 'novel': 184, 'integrates': 184, 'ironically': 184, 'readout': 184, 'teeth': 184, 'yea': 184, 'realistically': 184, 'surpassed': 184, 'bothersome': 184, 'hyper': 184, 'radiator': 184, 'heatsink': 184, 'remedied': 184, 'sorely': 184, 'sandy': 184, 'ricoh': 184, 'st': 183, 'grabbing': 183, 'sock': 183, 'loudly': 183, 'referring': 183, 'mixing': 183, 'silky': 183, 'corrupt': 183, 'dimly': 183, 'fcc': 183, 'engage': 183, 'maestro': 183, 'glitchy': 183, 'starbucks': 182, 'mate': 182, 'submitted': 182, 'spacious': 182, 'iron': 182, 'weighed': 182, 'magically': 182, 'uniformity': 182, 'xds': 182, 'hoop': 181, 'buff': 181, 'harm': 181, 'german': 181, 'snag': 181, 'military': 181, 'reccomend': 181, 'portraiture': 181, 'fork': 181, 'river': 181, 'killing': 181, 'slowdown': 181, 'spouse': 181, 'overheat': 181, 'relax': 180, 'forest': 180, 'consistency': 180, 'grocery': 180, 'whopping': 180, 'shopped': 180, 'tolerance': 180, 'yay': 180, 'fuel': 180, 'enthusiastic': 180, 'mask': 180, 'downfall': 180, 'armor': 180, 'fortunate': 179, 'rushed': 179, 'anti': 179, 'coiled': 179, 'enlargement': 179, 'tiger': 179, 'acknowledge': 179, 'instructed': 179, 'unexpectedly': 179, 'att': 179, 'there': 179, 'hockey': 179, 'sb': 179, 'weighted': 179, 'pny': 179, 'ceton': 179, 'cablecard': 179, 'absurd': 178, 'speck': 178, 'screwing': 178, 'erased': 178, 'glide': 178, 'sustained': 178, 'intrusive': 178, 'remorse': 178, 'pricy': 178, 'wasnt': 178, 'd': 178, 'bam': 178, 'unboxing': 178, 'osd': 178, 'eating': 177, 'unavailable': 177, 'tremendously': 177, 'graph': 177, 'horrid': 177, 'serving': 177, 'blessing': 177, 'techno': 177, 'mildly': 177, 'clie': 177, 'modular': 177, 'mitsubishi': 177, 'faced': 177, 'carl': 177, 'aacute': 177, 'vrii': 177, 'stamp': 177, 'workmanship': 176, 'balancing': 176, 'curtain': 176, 'guard': 176, 'dsp': 176, 'nighttime': 176, 'eacute': 176, 'nav': 176, 'hopeful': 176, 'quietcomfort': 176, 'plagued': 176, 'migration': 176, 'vibe': 176, 'evolution': 176, 'tp': 176, 'shielded': 175, 'susceptible': 175, 'remembering': 175, 'transceiver': 175, 'whisper': 175, 'assortment': 175, 'evil': 175, 'sofa': 175, 'lightening': 175, 'easyshare': 175, 'rokinon': 175, 'celestron': 175, 'microsdhc': 175, 'siri': 175, 'attitude': 174, 'administrator': 174, 'thump': 174, 'collapse': 174, 'mushy': 174, 'mo': 174, 'simplest': 174, 'reward': 174, 'norm': 174, 'respective': 173, 'pale': 173, 'importing': 173, 'slid': 173, 'richness': 173, 'shrink': 173, 'lifespan': 173, 'patio': 173, 'incomplete': 173, 'thanksgiving': 173, 'painted': 173, 'dubbing': 173, 'chime': 173, 'mybook': 173, 'acronis': 173, 'contemplating': 172, 'essence': 172, 'clothes': 172, 'odds': 172, 'altitude': 172, 'unreal': 172, 'insisted': 172, 'swimming': 172, 'unnecessarily': 172, 'gorillapod': 172, 'rescue': 172, 'opteka': 172, 'redundancy': 172, 'steering': 172, 'whs': 172, 'establish': 171, 'abandoned': 171, 'cb': 171, 'alongside': 171, 'crispness': 171, 'noisier': 171, 'diagnostics': 171, 'financial': 171, 'smc': 171, 'silk': 171, 'amped': 171, 'calculate': 171, 'mio': 171, 'hdhomerun': 171, 'darkened': 170, 'portal': 170, 'favorably': 170, 'suggesting': 170, 'perk': 170, 'junkie': 170, 'junky': 170, 'pricier': 170, 'replied': 170, 'pose': 170, 'luggage': 170, 'valentine': 170, 'artwork': 170, 'sunglass': 169, 'subpar': 169, 'alter': 169, 'inevitable': 169, 'upgradeable': 169, 'economy': 169, 'documentary': 169, 'differ': 169, 'bumper': 169, 'dt': 169, 'aircraft': 169, 'evidently': 169, 'translate': 169, 'atleast': 169, 'selects': 169, 'subsequently': 169, 'explosion': 169, 'dang': 169, 'dolphin': 168, 'compromised': 168, 'seattle': 168, 'handspring': 168, 'diving': 168, 'biking': 168, 'infamous': 168, 'restocking': 168, 'admirably': 168, 'harness': 168, 'mondo': 168, 'skydrive': 168, 'retract': 167, 'salesman': 167, 'winamp': 167, 'sens': 167, 'soooo': 167, 'positively': 167, 'tended': 167, 'tin': 167, 'faithful': 167, 'faux': 167, 'skinny': 167, 'feeding': 167, 'insect': 167, 'strategy': 167, 'associate': 167, 'reformatting': 167, 'relies': 167, 'acknowledged': 167, 'diskstation': 167, 'twc': 167, 'extract': 166, 'expanding': 166, 'snob': 166, 'anchor': 166, 'stacked': 166, 'ant': 166, 'surpasses': 166, 'mall': 166, 'represent': 166, 'attraction': 166, 'gained': 166, 'taped': 166, 'rc': 166, 'serviceable': 166, 'kickstand': 166, 'alaska': 165, 'whilst': 165, 'amber': 165, 'mastered': 165, 'barracuda': 165, 'forgetting': 165, 'staring': 165, 'torrent': 165, 'acquiring': 165, 'slowness': 165, 'decoder': 165, 'obstruction': 165, 'discreet': 165, 'uniform': 165, 'shining': 165, 'harman': 165, 'caption': 165, 'ovf': 165, 'mortar': 164, 'enjoys': 164, 'enlarged': 164, 'excitement': 164, 'roller': 164, 'mission': 164, 'cared': 164, 'disturb': 164, 'guessed': 164, 'bos': 164, 'paused': 164, 'chemical': 164, 'cx': 164, 'polite': 164, 'overrated': 164, 'rage': 164, 'behave': 164, 'wtf': 164, 'towel': 164, 'generator': 164, 'washer': 164, 'vertex': 164, 'sli': 164, 'rude': 163, 'employ': 163, 'fumbling': 163, 'vacuum': 163, 'specialty': 163, 'sorted': 163, 'arsenal': 163, 'expects': 163, 'winning': 163, 'dissatisfied': 163, 'enhances': 163, 'clothing': 163, 'bootcamp': 163, 'wrapping': 162, 'united': 162, 'sooo': 162, 'insufficient': 162, 'studying': 162, 'flange': 162, 'crawl': 162, 'shopper': 162, 'triggered': 162, 'icing': 162, 'wooden': 162, 'chooses': 161, 'unlocked': 161, 'describing': 161, 'nj': 161, 'mistaken': 161, 'xonar': 161, 'grasp': 161, 'ongoing': 161, 'vivitar': 161, 'ver': 161, 'magnifying': 161, 'vibrate': 161, 'duracell': 161, 'pedestrian': 161, 'hk': 161, 'rv': 160, 'lagging': 160, 'highlighted': 160, 'elaborate': 160, 'wobbly': 160, 'simulation': 160, 'noaa': 160, 'exercising': 160, 'polish': 160, 'eh': 160, 'rainbow': 160, 'backside': 160, 'finalize': 160, 'aw': 160, 'redesigned': 160, 'fr': 160, 'prefers': 159, 'trained': 159, 'sepia': 159, 'experimentation': 159, 'twelve': 159, 'nerd': 159, 'drown': 159, 'whim': 159, 'hotter': 159, 'alt': 159, 'haze': 159, 'stealth': 159, 'resolving': 159, 'bee': 159, 'canceled': 159, 'joe': 159, 'graininess': 159, 'infinite': 159, 'outline': 159, 'sprint': 159, 'pretend': 159, 'pogo': 159, 'ae': 159, 'cone': 159, 'utter': 159, 'applecare': 159, 'inform': 158, 'miserable': 158, 'utilized': 158, 'shower': 158, 'overwhelmed': 158, 'et': 158, 'outperform': 158, 'stuffed': 158, 'realm': 158, 'hq': 158, 'npr': 158, 'arena': 158, 'workable': 158, 'walkaround': 158, 'mobility': 158, 'lettering': 158, 'disclosure': 158, 'atsc': 158, 'redline': 158, 'wing': 157, 'comparatively': 157, 'mousepad': 157, 'incorporated': 157, 'targeted': 157, 'napster': 157, 'marker': 157, 'van': 157, 'alloy': 157, 'unreadable': 156, 'bored': 156, 'unpacking': 156, 'cracking': 156, 'guided': 156, 'godsend': 156, 'pentium': 156, 'aggravating': 156, 'transit': 156, 'speeding': 156, 'crackling': 156, 'stray': 156, 'condo': 156, 'avg': 156, 'cave': 156, 'br': 156, 'hdcp': 156, 'clueless': 155, 'cooking': 155, 'addicted': 155, 'absent': 155, 'redesign': 155, 'customizing': 155, 'raving': 155, 'unclear': 155, 'troublesome': 155, 'presently': 155, 'bin': 155, 'panic': 155, 'visibility': 155, 'jpgs': 155, 'communicating': 155, 'digicams': 155, 'yongnuo': 155, 'insult': 155, 'thoughtful': 155, 'slam': 155, 'grief': 155, 'legitimate': 155, 'toyota': 155, 'monoprice': 155, 'astro': 155, 'zyxel': 155, 'nike': 155, 'momentum': 155, 'preinstalled': 155, 'umbrella': 154, 'beneath': 154, 'bricked': 154, 'flop': 154, 'awsome': 154, 'plague': 154, 'ctrl': 154, 'surfboard': 154, 'mi': 154, 'terrain': 154, 'impulse': 154, 'valley': 154, 'ah': 154, 'compactness': 154, 'warns': 154, 'mirrored': 154, 'dialing': 154, 'eneloops': 154, 'vonage': 154, 'moire': 154, 'deliberately': 154, 'wmc': 154, 'finer': 153, 'reserved': 153, 'typo': 153, 'hacker': 153, 'goofy': 153, 'fulfilled': 153, 'muvo': 153, 'detach': 153, 'velour': 153, 'optimistic': 153, 'postage': 153, 'butter': 153, 'drink': 153, 'david': 153, 'imagination': 153, 'peeve': 153, 'passable': 153, 'reinstalling': 153, 'intuitively': 153, 'engaged': 153, 'tamrac': 153, 'mimic': 153, 'polaroid': 153, 'threshold': 153, 'shures': 153, 'parked': 153, 'thelogitech': 153, 'uverse': 153, 'accomodate': 152, 'chase': 152, 'catalog': 152, 'bassy': 152, 'incidentally': 152, 'feather': 152, 'decreased': 152, 'aquos': 152, 'waypoint': 152, 'prevented': 152, 'retrospect': 152, 'cambridge': 152, 'adorama': 152, 'notified': 152, 'ettl': 152, 'thier': 152, 'ballhead': 152, 'snugg': 152, 'ignoring': 152, 'mov': 152, 'pavilion': 152, 'british': 152, 'activating': 152, 'ilife': 152, 'hdds': 152, 'fidelio': 152, 'hava': 152, 'revert': 151, 'intimidating': 151, 'incorporate': 151, 'simplistic': 151, 'rant': 151, 'overload': 151, 'perception': 151, 'conscious': 151, 'thumping': 151, 'discernible': 151, 'thursday': 151, 'alkalines': 151, 'messy': 151, 'pa': 151, 'thereby': 151, 'resale': 151, 'awaiting': 151, 'cyber': 151, 'deduct': 151, 'duet': 151, 'graffiti': 150, 'paperback': 150, 'grandma': 150, 'surrounded': 150, 'sigh': 150, 'px': 150, 'hospital': 150, 'coded': 150, 'uncommon': 150, 'digitals': 150, 'designated': 150, 'qa': 150, 'aggravation': 150, 'cure': 150, 'perceived': 150, 'classroom': 150, 'bothering': 150, 'recalculate': 150, 'forgiving': 149, 'angeles': 149, 'rubbing': 149, 'honesty': 149, 'impractical': 149, 'singing': 149, 'cinch': 149, 'maha': 149, 'binocular': 149, 'inevitably': 149, 'insight': 149, 'equalization': 149, 'blower': 149, 'depress': 149, 'triggering': 149, 'impatient': 149, 'ported': 149, 'uninstalling': 149, 'jammed': 149, 'den': 149, 'compelled': 149, 'lifestyle': 149, 'logically': 149, 'hater': 148, 'ssb': 148, 'colleague': 148, 'atv': 148, 'desert': 148, 'accepting': 148, 'servo': 148, 'simulated': 148, 'reconfigure': 148, 'vids': 148, 'lte': 148, 'touchy': 147, 'playable': 147, 'copyright': 147, 'beeping': 147, 'twilight': 147, 'degrades': 147, 'regarded': 147, 'stem': 147, 'diminished': 147, 'sibling': 147, 'superbly': 147, 'suffering': 147, 'fussy': 147, 'flavor': 147, 'flashy': 147, 'autofocusing': 147, 'fluke': 147, 'hibernate': 147, 'di': 147, 'vanguard': 147, 'espn': 147, 'truehd': 147, 'colormunki': 147, 'haswell': 147, 'lumen': 147, 'unusually': 146, 'affair': 146, 'inline': 146, 'settling': 146, 'rode': 146, 'landed': 146, 'infinitely': 146, 'mar': 146, 'hmmm': 146, 'unscrew': 146, 'reconnected': 146, 'razer': 146, 'pry': 146, 'twisting': 146, 'provision': 146, 'atrocious': 145, 'interactive': 145, 'colorado': 145, 'builder': 145, 'selective': 145, 'poorer': 145, 'apologize': 145, 'eyeglass': 145, 'consume': 145, 'correcting': 145, 'marathon': 145, 'grateful': 145, 'proportion': 145, 'peer': 145, 'mapsource': 145, 'emailing': 145, 'audacity': 145, 'zeikos': 145, 'author': 144, 'tire': 144, 'outrageous': 144, 'wednesday': 144, 'primitive': 144, 'toddler': 144, 'soundcard': 144, 'dangling': 144, 'dumped': 144, 'involving': 144, 'polarized': 144, 'pausing': 144, 'miserably': 144, 'oversized': 144, 'subscriber': 144, 'detract': 144, 'addressing': 144, 'sparse': 144, 'horrendous': 144, 'overexposed': 144, 'breakdown': 144, 'oacute': 144, 'nailed': 144, 'admitted': 144, 'forgive': 144, 'unboxed': 144, 'snorkeling': 144, 'awe': 143, 'ensures': 143, 'payment': 143, 'lackluster': 143, 'responsibility': 143, 'bedside': 143, 'truely': 143, 'plated': 143, 'interferes': 143, 'tempting': 143, 'jitter': 143, 'reflector': 143, 'curiosity': 143, 'danger': 143, 'para': 143, 'representation': 143, 'culprit': 143, 'selectable': 143, 'disables': 143, 'horsepower': 143, 'grease': 143, 'unlucky': 143, 'motoactv': 143, 'playbar': 143, 'brilliantly': 142, 'mpg': 142, 'diy': 142, 'bbc': 142, 'dayton': 142, 'cymbal': 142, 'poke': 142, 'understands': 142, 'consumes': 142, 'ruining': 142, 'administration': 142, 'prolonged': 142, 'binding': 142, 'ect': 142, 'assumes': 142, 'reveals': 142, 'qualm': 142, 's': 142, 'cuz': 142, 'react': 142, 'liveview': 142, 'onenote': 142, 'fanatic': 141, 'tuesday': 141, 'switcher': 141, 'priceless': 141, 'warrior': 141, 'eton': 141, 'consequence': 141, 'reproduced': 141, 'imacs': 141, 'float': 141, 'scenic': 141, 'th': 141, 'combining': 141, 'adapted': 141, 'poe': 141, 'mcafee': 141, 'caching': 141, 'passage': 140, 'hacked': 140, 'qualify': 140, 'synching': 140, 'lord': 140, 'confess': 140, 'blasting': 140, 'determining': 140, 'etymotics': 140, 'washing': 140, 'health': 140, 'stretching': 140, 'definitive': 140, 'viking': 140, 'compaq': 140, 'global': 140, 'wap': 140, 'golf': 140, 'insulation': 140, 'eta': 140, 'barrier': 140, 'registry': 140, 'deceptive': 140, 'workarounds': 140, 'wedge': 140, 'xbr': 140, 'reluctantly': 139, 'translation': 139, 'vague': 139, 'dictate': 139, 'anticipation': 139, 'abused': 139, 'agreement': 139, 'forty': 139, 'tout': 139, 'detecting': 139, 'sweaty': 139, 'suitcase': 139, 'retaining': 139, 'heating': 139, 'locating': 139, 'nic': 139, 'wildly': 139, 'grinding': 139, 'pitched': 139, 'striking': 139, 'gigantic': 139, 'outfit': 139, 'canyon': 139, 'dictation': 139, 'rockwell': 139, 'discern': 139, 'midnight': 139, 'army': 139, 'watchable': 139, 'tightened': 138, 'dragged': 138, 'portfolio': 138, 'platinum': 138, 'equation': 138, 'spends': 138, 'ashamed': 138, 'acrobat': 138, 'feat': 138, 'unpack': 138, 'upward': 138, 'overcast': 138, 'turtle': 138, 'carousel': 138, 'notorious': 138, 'conditioner': 138, 'jbuds': 138, 'filmed': 138, 'snooze': 138, 'gameplay': 138, 'fund': 137, 'clamshell': 137, 'fatiguing': 137, 'sing': 137, 'divide': 137, 'dip': 137, 'sensible': 137, 'retains': 137, 'prism': 137, 'cautious': 137, 'shockingly': 137, 'eraser': 137, 'kicker': 137, 'bounced': 137, 'oops': 137, 'dusk': 137, 'irritation': 137, 'applicable': 137, 'thenikon': 137, 'assurance': 137, 'cyberlink': 137, 'vivotab': 137, 'automobile': 136, 'launching': 136, 'hurting': 136, 'amazes': 136, 'excessively': 136, 'synchronization': 136, 'asset': 136, 'tightening': 136, 'remark': 136, 'loyalty': 136, 'comp': 136, 'trackman': 136, 'mt': 136, 'bushnell': 136, 'explored': 136, 'exceedingly': 136, 'injury': 136, 'windy': 136, 'hammer': 136, 'vid': 136, 'evaluating': 136, 'describes': 136, 'immensely': 136, 'akin': 136, 'tecsun': 136, 'wiping': 136, 'triangle': 136, 'peek': 136, 'srgb': 136, 'unwieldy': 135, 'puzzle': 135, 'involve': 135, 'twisted': 135, 'unmatched': 135, 'coil': 135, 'devise': 135, 'italy': 135, 'charter': 135, 'expertise': 135, 'elbow': 135, 'acceleration': 135, 'treo': 135, 'dusty': 135, 'outcome': 135, 'incandescent': 135, 'ymmv': 135, 'ford': 135, 'kaspersky': 135, 'kf': 135, 'psn': 135, 'jot': 134, 'knee': 134, 'cabin': 134, 'prospective': 134, 'approximate': 134, 'auction': 134, 'environmental': 134, 'sorta': 134, 'indistinguishable': 134, 'refers': 134, 'judgement': 134, 'utilizes': 134, 'southern': 134, 'residue': 134, 'overlap': 134, 'rectangle': 134, 'mce': 134, 'malware': 134, 'mft': 134, 'thesony': 134, 'er': 133, 'irritated': 133, 'muscle': 133, 'millimeter': 133, 'loudest': 133, 'wee': 133, 'drama': 133, 'dorm': 133, 'protruding': 133, 'ingenious': 133, 'stare': 133, 'comply': 133, 'cluster': 133, 'subnet': 133, 'securing': 133, 'qualified': 133, 'malfunctioning': 133, 'committed': 133, 'crammed': 133, 'refinement': 133, 'arrange': 133, 'illuminate': 133, 'huey': 133, 'trent': 133, 'fitness': 133, 'beforehand': 132, 'illustration': 132, 'pity': 132, 'asian': 132, 'grippy': 132, 'exchanging': 132, 'senns': 132, 'boosting': 132, 'karma': 132, 'germany': 132, 'pot': 132, 'template': 132, 'medical': 132, 'belongs': 132, 'oldest': 132, 'university': 132, 'purposely': 132, 'underwhelming': 132, 'passthrough': 132, 'whining': 132, 'compensates': 132, 'overview': 132, 'ssh': 132, 'poetic': 132, 'backbeat': 132, 'expandability': 131, 'spill': 131, 'tivos': 131, 'divided': 131, 'monochrome': 131, 'stranger': 131, 'googled': 131, 'organizing': 131, 'excellence': 131, 'sans': 131, 'paranoid': 131, 'fishing': 131, 'symptom': 131, 'dialed': 131, 'surpass': 131, 'signing': 131, 'annual': 131, 'distorts': 131, 'corrects': 131, 'calculated': 131, 'integrity': 131, 'investigate': 131, 'wine': 131, 'header': 131, 'wasabi': 131, 'appstore': 130, 'unpredictable': 130, 'jealous': 130, 'sleeker': 130, 'cleanly': 130, 'framed': 130, 'hurricane': 130, 'atop': 130, 'teenager': 130, 'aerial': 130, 'attracts': 130, 'honda': 130, 'programing': 130, 'apprehensive': 130, 'skimp': 130, 'hugely': 130, 'bench': 130, 'exhaust': 130, 'credential': 130, 'behaves': 130, 'cloned': 130, 'cherry': 130, 'eyesight': 129, 'fading': 129, 'hotsync': 129, 'fantastically': 129, 'obtrusive': 129, 'rec': 129, 'unbearable': 129, 'drastic': 129, 'loosely': 129, 'receptacle': 129, 'corporation': 129, 'bread': 129, 'dear': 129, 'bogus': 129, 'rms': 129, 'swiss': 129, 'discharged': 129, 'beneficial': 129, 'photographed': 129, 'digress': 129, 'manipulation': 129, 'minded': 129, 'activates': 129, 'dude': 129, 'fundamental': 129, 'realtek': 129, 'playon': 129, 'ahci': 129, 'ultrabooks': 129, 'exfat': 129, 'jaybird': 129, 'navteq': 129, 'lorex': 129, 'stora': 129, 'epub': 128, 'straw': 128, 'tabletop': 128, 'unbox': 128, 'shifted': 128, 'edits': 128, 'theft': 128, 'insertion': 128, 'lawn': 128, 'taping': 128, 'crummy': 128, 'prepaid': 128, 'fl': 128, 'disapointed': 128, 'audiobook': 128, 'conservative': 128, 'sunshine': 128, 'lease': 128, 'lifelike': 128, 'ol': 128, 'faded': 128, 'niece': 128, 'coding': 128, 'jones': 128, 'wonky': 128, 'pelican': 128, 'ivy': 128, 'atx': 128, 'xperia': 128, 'bootable': 127, 'technologically': 127, 'underwhelmed': 127, 'thingy': 127, 'forewarned': 127, 'cook': 127, 'optimization': 127, 'darned': 127, 'hesitated': 127, 'cue': 127, 'notepad': 127, 'daunting': 127, 'pinky': 127, 'sharply': 127, 'debris': 127, 'represented': 127, 'unprotected': 127, 'shocking': 127, 'nephew': 127, 'fumble': 127, 'merchant': 127, 'pedal': 127, 'puck': 127, 'bummed': 127, 'snappier': 127, 'va': 127, 'baofeng': 127, 'desperately': 126, 'selectivity': 126, 'telescoping': 126, 'tearing': 126, 'ur': 126, 'taught': 126, 'executive': 126, 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'replicate': 121, 'vulnerable': 121, 'africa': 121, 'translucent': 121, 'apology': 121, 'unwatchable': 121, 'flew': 121, 'boxy': 121, 'indispensable': 121, 'revise': 121, 'ruled': 121, 'choke': 121, 'sensation': 121, 'zenith': 121, 'iogear': 121, 'immersive': 121, 'ka': 121, 'lightscribe': 121, 'borderline': 120, 'nada': 120, 'hibernation': 120, 'formerly': 120, 'producer': 120, 'nfl': 120, 'chamber': 120, 'externally': 120, 'backpacking': 120, 'distributed': 120, 'expressed': 120, 'vital': 120, 'ti': 120, 'implies': 120, 'unhelpful': 120, 'convoluted': 120, 'unix': 120, 'deny': 120, 'unaware': 120, 'cartoon': 120, 'worker': 120, 'smb': 120, 'judder': 120, 'slouch': 119, 'haha': 119, 'trading': 119, 'reseller': 119, 'genuinely': 119, 'hyped': 119, 'heel': 119, 'usps': 119, 'shielding': 119, 'succession': 119, 'astronomy': 119, 'hifi': 119, 'dismal': 119, 'excellently': 119, 'daisy': 119, 'curvature': 119, 'softbox': 119, 'horn': 119, 'examine': 119, 'dub': 119, 'dd': 119, 'sine': 119, 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105, 'twonky': 105, 'dji': 105, 'electronically': 104, 'keen': 104, 'techy': 104, 'ubiquitous': 104, 'chasing': 104, 'posse': 104, 'portapro': 104, 'siren': 104, 'breed': 104, 'cushioning': 104, 'slope': 104, 'mdr': 104, 'extraneous': 104, 'duct': 104, 'harmonic': 104, 'presume': 104, 'replaytv': 104, 'longtime': 104, 'anemic': 104, 'tracked': 104, 'inspect': 104, 'quickest': 104, 'sunpak': 104, 'rudimentary': 104, 'protrudes': 104, 'emitter': 104, 'wa': 104, 'alerted': 104, 'dinosaur': 104, 'radius': 104, 'conferencing': 104, 'automation': 104, 'merchandise': 104, 'confirming': 104, 'harmon': 104, 'cruz': 104, 'complication': 104, 'moot': 104, 'cough': 104, 'upscaled': 104, 'slingplayer': 104, 'magician': 104, 'allen': 103, 'hauling': 103, 'ripoff': 103, 'numbered': 103, 'recharger': 103, 'bmw': 103, 'scissors': 103, 'soften': 103, 'insists': 103, 'cease': 103, 'broadcaster': 103, 'virgin': 103, 'sailing': 103, 'invention': 103, 'intelligence': 103, 'endlessly': 103, 'preliminary': 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101, 'pony': 101, 'drew': 101, 'ferrari': 101, 'stb': 101, 'goto': 101, 'isight': 101, 'steadily': 101, 'partitioned': 101, 'xda': 101, 'readyboost': 101, 'evolved': 101, 'deliberate': 100, 'archiving': 100, 'sol': 100, 'oomph': 100, 'division': 100, 'scratchy': 100, 'commuter': 100, 'spelling': 100, 'pleather': 100, 'trapped': 100, 'knockoff': 100, 'uncomfortably': 100, 'renamed': 100, 'filtered': 100, 'conflicting': 100, 'survivor': 100, 'joule': 100, 'tapped': 100, 'fixable': 100, 'superlative': 100, 'licensing': 100, 'embarrassing': 100, 'maxell': 100, 'progressively': 100, 'completes': 100, 'pupil': 100, 'shorten': 100, 'nest': 100, 'certification': 100, 'rising': 100, 'jerk': 100, 'enhancer': 100, 'transmits': 100, 'limiter': 100, 'fiddled': 100, 'erasing': 100, 'beanbag': 100, 'whatnot': 100, 'notion': 100, 'maddening': 100, 'spyware': 100, 'paintshop': 100, 'brake': 100, 'down': 100, 'celeron': 100, 'scorpio': 100, 'datacolor': 100, 'ibis': 100, 'distract': 99, 'rod': 99, 'grille': 99, 'stealing': 99, 'differential': 99, 'ski': 99, 'convincing': 99, 'thailand': 99, 'billing': 99, 'uh': 99, 'fog': 99, 'confidently': 99, 'taker': 99, 'fancier': 99, 'astounded': 99, 'invariably': 99, 'ribbon': 99, 'offs': 99, 'gary': 99, 'circa': 99, 'education': 99, 'machined': 99, 'dubious': 99, 'achieving': 99, 'uniden': 99, 'enters': 99, 'vol': 99, 'relieved': 99, 'synthetic': 99, 'symphony': 99, 'yellowish': 99, 'shed': 99, 'peeping': 99, 'repairing': 99, 'mythtv': 99, 'ravelli': 99, 'carabiner': 99, 'xxl': 99, 'nagging': 98, 'expands': 98, 'swype': 98, 'spotlight': 98, 'sincerely': 98, 'aol': 98, 'attenuation': 98, 'resonance': 98, 'airy': 98, 'wholeheartedly': 98, 'abandon': 98, 'pray': 98, 'explicitly': 98, 'depleted': 98, 'fulfill': 98, 'sketch': 98, 'obtaining': 98, 'handhold': 98, 'delightful': 98, 'plentiful': 98, 'revo': 98, 'embarrassed': 98, 'unzip': 98, 'nec': 98, 'iacute': 98, 'reiterate': 98, 'authentication': 98, 'teh': 98, 'amazement': 98, 'bower': 98, 'lively': 98, 'magnitude': 98, 'helicopter': 98, 'styrofoam': 98, 'olevia': 98, 'dpp': 98, 'magenta': 98, 'bitstream': 98, 'maverick': 98, 'roocase': 98, 'vengeance': 98, 'hopper': 98, 'subscribed': 98, 'ativ': 98, 'comic': 97, 'textbook': 97, 'grows': 97, 'rotary': 97, 'loudspeaker': 97, 'baffled': 97, 'shelling': 97, 'reproducing': 97, 'masterpiece': 97, 'nickel': 97, 'ate': 97, 'favourite': 97, 'dose': 97, 'boyfriend': 97, 'inputting': 97, 'legible': 97, 'analyzer': 97, 'mlb': 97, 'fov': 97, 'sided': 97, 'playsport': 97, 'messaging': 97, 'excluding': 97, 'paradigm': 97, 'dining': 97, 'orient': 97, 'mistakenly': 97, 'lawsuit': 97, 'savy': 97, 'flatscreen': 97, 'leery': 97, 'understatement': 97, 'odor': 97, 'hollywood': 97, 'lacrosse': 97, 'arcsoft': 97, 'weatherproof': 97, 'amoled': 97, 'idevice': 97, 'texting': 97, 'wikipedia': 96, 'incapable': 96, 'handing': 96, 'greedy': 96, 'boon': 96, 'nub': 96, 'skullcandy': 96, 'nominal': 96, 'audition': 96, 'flesh': 96, 'defense': 96, 'sporadic': 96, 'occupied': 96, 'hazard': 96, 'personalize': 96, 'mastering': 96, 'bog': 96, 'dreamed': 96, 'dmz': 96, 'feared': 96, 'torture': 96, 'critique': 96, 'resides': 96, 'ata': 96, 'retracted': 96, 'stiffness': 96, 'inspired': 96, 'pw': 96, 'oval': 96, 'tick': 96, 'waterfall': 96, 'buttery': 96, 'vanilla': 96, 'nad': 96, 'impeccable': 96, 'exotic': 96, 'repetitive': 96, 'assigning': 96, 'uninterrupted': 96, 'joby': 96, 'shipper': 96, 'xfinity': 96, 'slideshows': 96, 'soundbars': 96, 'msc': 96, 'studied': 95, 'crude': 95, 'finishing': 95, 'raf': 95, 'climbing': 95, 'pamphlet': 95, 'cooled': 95, 'heartily': 95, 'enthusiasm': 95, 'dryer': 95, 'possession': 95, 'alcohol': 95, 'indian': 95, 'creaking': 95, 'dumping': 95, 'consult': 95, 'banged': 95, 'meaningless': 95, 'blemish': 95, 'ez': 95, 'observe': 95, 'fuzz': 95, 'compatability': 95, 'distinction': 95, 'instinct': 95, 'deserved': 95, 'warcraft': 95, 'advent': 95, 'rewarded': 95, 'curse': 95, 'magnetically': 95, 'blurays': 95, 'naming': 95, 'vt': 95, 'hinged': 95, 'hardwire': 95, 'baseline': 95, 'vita': 95, 'ultrahd': 95, 'beaten': 94, 'reprogram': 94, 'mysterious': 94, 'advertized': 94, 'cushioned': 94, 'handhelds': 94, 'remainder': 94, 'engaging': 94, 'timeline': 94, 'iaudio': 94, 'beyer': 94, 'unchanged': 94, 'billed': 94, 'fullness': 94, 'separating': 94, 'overwhelm': 94, 'titled': 94, 'gf': 94, 'magnify': 94, 'entertained': 94, 'banging': 94, 'depressing': 94, 'focussing': 94, 'conditioning': 94, 'ejected': 94, 'clearing': 94, 'trashed': 94, 'crafted': 94, 'descent': 94, 'manhattan': 94, 'prevalent': 94, 'familiarity': 94, 'brittle': 94, 'rx': 94, 'exiting': 94, 'predictable': 94, 'commenting': 94, 'tethering': 94, 'celsius': 94, 'memeo': 94, 'veebeam': 94, 'loosened': 93, 'modifying': 93, 'influence': 93, 'freebie': 93, 'commuting': 93, 'guilty': 93, 'instructional': 93, 'declined': 93, 'relegated': 93, 'pistol': 93, 'michael': 93, 'climb': 93, 'stomach': 93, 'jornada': 93, 'assorted': 93, 'ticking': 93, 'pig': 93, 'wicked': 93, 'identifying': 93, 'intending': 93, 'zipped': 93, 'mailing': 93, 'scotch': 93, 'career': 93, 'dough': 93, 'cpl': 93, 'infrastructure': 93, 'surgery': 93, 'grossly': 93, 'kata': 93, 'metadata': 93, 'incorporates': 93, 'notify': 93, 'drilling': 93, 'lyric': 93, 'destroys': 93, 'dsc': 93, 'widespread': 93, 'demonstrate': 93, 'emits': 93, 'authorization': 93, 'puzzled': 93, 'breakthrough': 93, 'hawking': 93, 'xtra': 93, 'sodimm': 93, 'verbal': 93, 'smarttv': 92, 'legally': 92, 'ferrite': 92, 'oven': 92, 'unimpressive': 92, 'miniscule': 92, 'promotional': 92, 'lil': 92, 'proficient': 92, 'trait': 92, 'keywords': 92, 'contributes': 92, 'consensus': 92, 'sunrise': 92, 'scrap': 92, 'owe': 92, 'intimidated': 92, 'concise': 92, 'elderly': 92, 'attributed': 92, 'automotive': 92, 'grayed': 92, 'rainy': 92, 'appreciation': 92, 'compensated': 92, 'philosophy': 92, 'splendid': 92, 'cycled': 92, 'ace': 92, 'victim': 92, 'garbled': 92, 'ceo': 92, 'subjectively': 92, 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'macpro': 89, 'restoring': 89, 'silkypix': 89, 'dna': 89, 'hdtva': 89, 'stupidly': 88, 'unnoticeable': 88, 'pita': 88, 'outweighs': 88, 'drowned': 88, 'court': 88, 'eastern': 88, 'misplaced': 88, 'translated': 88, 'gee': 88, 'horrific': 88, 'broader': 88, 'justifies': 88, 'arises': 88, 'thrill': 88, 'ignorance': 88, 'distinctive': 88, 'viola': 88, 'creature': 88, 'brighten': 88, 'logitec': 88, 'torque': 88, 'frustratingly': 88, 'ep': 88, 'sacrificed': 88, 'boo': 88, 'diagonally': 88, 'thinnest': 88, 'myth': 88, 'congestion': 88, 'adopted': 88, 'spy': 88, 'solving': 88, 'needlessly': 88, 'existent': 88, 'leveling': 88, 'redo': 88, 'breathe': 88, 'lieu': 88, 'welcomed': 88, 'reminiscent': 88, 'wintv': 88, 'bugged': 88, 'iauto': 88, 'reroute': 88, 'eeepc': 88, 'forza': 88, 'swiveling': 87, 'geographic': 87, 'drug': 87, 'ninja': 87, 'ironic': 87, 'ignores': 87, 'educated': 87, 'gentleman': 87, 'kindly': 87, 'finance': 87, 'inquiry': 87, 'minimized': 87, 'universally': 87, 'tagging': 87, 'eyeball': 87, 'gasket': 87, 'recurring': 87, 'pesky': 87, 'visio': 87, 'scattered': 87, 'pacific': 87, 'finely': 87, 'sharpen': 87, 'unbalanced': 87, 'calculates': 87, 'bingo': 87, 'merge': 87, 'weapon': 87, 'stow': 87, 'investigating': 87, 'disappearing': 87, 'metropolitan': 87, 'tascam': 87, 'ultrasharp': 87, 'dmc': 87, 'unfriendly': 87, 'huluplus': 87, 'cec': 87, 'fruit': 86, 'galore': 86, 'screensaver': 86, 'confined': 86, 'dreadful': 86, 'preparing': 86, 'stressed': 86, 'undo': 86, 'nitpick': 86, 'cancelation': 86, 'beatles': 86, 'australia': 86, 'incompetent': 86, 'tale': 86, 'infrequent': 86, 'bandwagon': 86, 'retire': 86, 'suspend': 86, 'oddity': 86, 'formal': 86, 'kiss': 86, 'hong': 86, 'eclipse': 86, 'suppression': 86, 'recompose': 86, 'housed': 86, 'blob': 86, 'encrypt': 86, 'allegedly': 86, 'stitched': 86, 'calculating': 86, 'nef': 86, 'swim': 86, 'dug': 86, 'emphasized': 86, 'shorted': 86, 'fiddly': 86, 'rope': 86, 'ch': 86, 'ab': 86, 'chuck': 86, 'framerate': 86, 'photog': 86, 'qr': 86, 'swayed': 86, 'unintuitive': 86, 'reciva': 86, 'demon': 86, 'triplefi': 86, 'lx': 86, 'indexing': 86, 'aios': 86, 'sceptre': 86, 'playmemories': 86, 'dunno': 85, 'refusing': 85, 'overheats': 85, 'preferring': 85, 'melt': 85, 'watcher': 85, 'labelled': 85, 'plot': 85, 'dissapointing': 85, 'bliss': 85, 'combat': 85, 'sturdiness': 85, 'shallower': 85, 'yearly': 85, 'stabilizing': 85, 'inspire': 85, 'respected': 85, 'clam': 85, 'honeymoon': 85, 'hindsight': 85, 'unsuccessful': 85, 'restrict': 85, 'pending': 85, 'recipient': 85, 'elphs': 85, 'sporadically': 85, 'quits': 85, 'income': 85, 'fate': 85, 'mill': 85, 'moto': 85, 'flyer': 85, 'fullest': 85, 'refreshed': 85, 'hears': 85, 'landmark': 85, 'chirp': 85, 'screenshots': 85, 'lantern': 85, 'ecoroute': 85, 'gmrs': 85, 'lifesaver': 84, 'approval': 84, 'inconspicuous': 84, 'coarse': 84, 'highlighting': 84, 'unopened': 84, 'religious': 84, 'overloaded': 84, 'pcmcia': 84, 'reproduces': 84, 'minority': 84, 'testament': 84, 'zillion': 84, 'pitiful': 84, 'synched': 84, 'exhaustive': 84, 'inefficient': 84, 'asin': 84, 'unsatisfactory': 84, 'referenced': 84, 'achieves': 84, 'earns': 84, 'raved': 84, 'ceremony': 84, 'competitively': 84, 'infuriating': 84, 'nx': 84, 'minimalistic': 84, 'acoustimass': 84, 'disposal': 84, 'ccrane': 84, 'periodic': 84, 'commentary': 84, 'dacs': 84, 'marvell': 84, 'lightsphere': 84, 'calibrator': 84, 'muvi': 84, 'moshi': 84, 'inkjet': 83, 'encouraged': 83, 'fledged': 83, 'dismay': 83, 'proving': 83, 'accompany': 83, 'throttle': 83, 'mated': 83, 'destroying': 83, 'coloration': 83, 'sonically': 83, 'enhancing': 83, 'teaching': 83, 'seagates': 83, 'premature': 83, 'chroma': 83, 'completion': 83, 'standout': 83, 'refocus': 83, 'inaccessible': 83, 'articulate': 83, 'nova': 83, 'generating': 83, 'blindly': 83, 'serviced': 83, 'blinding': 83, 'licensed': 83, 'fulfills': 83, 'stacking': 83, 'candids': 83, 'acquires': 83, 'infrequently': 83, 'terminology': 83, 'unsightly': 83, 'trusting': 83, 'warped': 83, 'chill': 83, 'rockbox': 83, 't': 83, 'exif': 83, 'scuba': 83, 'rooftop': 83, 'laughed': 83, 'sdram': 83, 'smear': 83, 'smearing': 83, 'scout': 83, 'kyros': 83, 'zumo': 83, 'exynos': 83, 'dap': 83, 'crooked': 82, 'lied': 82, 'opting': 82, 'breakfast': 82, 'manipulating': 82, 'disgusted': 82, 'emulate': 82, 'awesomeness': 82, 'analyze': 82, 'spirit': 82, 'graduated': 82, 'uncle': 82, 'instrumental': 82, 'spade': 82, 'london': 82, 'neon': 82, 'risky': 82, 'perceptible': 82, 'authority': 82, 'smash': 82, 'objectionable': 82, 'warranted': 82, 'feasible': 82, 'elapsed': 82, 'population': 82, 'moral': 82, 'diagnose': 82, 'bumpy': 82, 'ejecting': 82, 'arctic': 82, 'deducting': 82, 'craigslist': 82, 'imitation': 82, 'bind': 82, 'paris': 82, 'zombie': 82, 'smack': 82, 'occurrence': 82, 'sewn': 82, 'neewer': 82, 'limitless': 82, 'illustrator': 82, 'anc': 82, 'alfa': 82, 'truthfully': 81, 'breakage': 81, 'chew': 81, 'completing': 81, 'facilitate': 81, 'letdown': 81, 'cleverly': 81, 'tug': 81, 'estimation': 81, 'aged': 81, 'ruggedness': 81, 'jarring': 81, 'transparency': 81, 'exaggerating': 81, 'trepidation': 81, 'ultrasone': 81, 'nitpicking': 81, 'potato': 81, 'tent': 81, 'skilled': 81, 'misplace': 81, 'graduate': 81, 'konica': 81, 'movable': 81, 'appreciable': 81, 'spacers': 81, 'bluish': 81, 'bloody': 81, 'talent': 81, 'discouraged': 81, 'petal': 81, 'kef': 81, 'mfg': 81, 'polycarbonate': 81, 'admirable': 81, 'hid': 81, 'promote': 81, 'bait': 81, 'decidedly': 81, 'raptor': 81, 'intentional': 81, 'fluctuation': 81, 'blazingly': 81, 'hosting': 81, 'deg': 81, 'pronunciation': 81, 'negatively': 81, 'archived': 81, 'eartips': 81, 'canvio': 81, 'hootoo': 81, 'miracast': 81, 'xbone': 81, 'inward': 80, 'distributor': 80, 'spam': 80, 'laundry': 80, 'credited': 80, 'fussing': 80, 'practicing': 80, 'exquisite': 80, 'tea': 80, 'snuggly': 80, 'regulation': 80, 'trickle': 80, 'stamped': 80, 'busted': 80, 'conspicuous': 80, 'precaution': 80, 'ops': 80, 'suppressor': 80, 'underrated': 80, 'rumored': 80, 'forwarded': 80, 'grant': 80, 'revisit': 80, 'circumaural': 80, 'dynamo': 80, 'confirms': 80, 'accesories': 80, 'swappable': 80, 'outgoing': 80, 'succeed': 80, 'svelte': 80, 'capital': 80, 'utilization': 80, 'afterward': 80, 'pit': 80, 'laughable': 80, 'recalled': 80, 'james': 80, 'inconsistency': 80, 'peeling': 80, 'bypassing': 80, 'grandparent': 80, 'wholly': 80, 'protrude': 80, 'rhyme': 80, 'rubbish': 80, 'weekday': 80, 'bloat': 80, 'lmt': 80, 'dng': 80, 'oontz': 80, 'sirf': 80, 'invite': 79, 'satisfies': 79, 'lefty': 79, 'bible': 79, 'rejection': 79, 'stole': 79, 'utilitarian': 79, 'foldable': 79, 'achilles': 79, 'ensuring': 79, 'homerun': 79, 'earcup': 79, 'careless': 79, 'supplying': 79, 'gaining': 79, 'smeared': 79, 'dipole': 79, 'slapped': 79, 'scrape': 79, 'omni': 79, 'frustrate': 79, 'endure': 79, 'liner': 79, 'examined': 79, 'heap': 79, 'drywall': 79, 'pirate': 79, 'bashing': 79, 'crapware': 79, 'discourage': 79, 'encased': 79, 'sizable': 79, 'fluctuating': 79, 'keynote': 79, 'joining': 79, 'transporter': 79, 'hifiman': 79, 'aurvana': 79, 'ssids': 79, 'illustrated': 78, 'pp': 78, 'baked': 78, 'hunter': 78, 'wax': 78, 'gross': 78, 'nonstop': 78, 'prestige': 78, 'hertz': 78, 'absorb': 78, 'drawstring': 78, 'sweating': 78, 'approached': 78, 'similarity': 78, 'rubbed': 78, 'hunk': 78, 'pizza': 78, 'notwithstanding': 78, 'graphically': 78, 'forthcoming': 78, 'smiling': 78, 'rectified': 78, 'transform': 78, 'helper': 78, 'destined': 78, 'fujitsu': 78, 'hex': 78, 'passcode': 78, 'satelite': 78, 'shore': 78, 'squeezing': 78, 'sanity': 78, 'stopwatch': 78, 'witness': 78, 'showroom': 78, 'ceased': 78, 'conduct': 78, 'lexus': 78, 'fireplace': 78, 'consisting': 78, 'soundblaster': 78, 'martin': 78, 'requesting': 78, 'westinghouse': 78, 'gr': 78, 'immense': 78, 'sue': 78, 'proofing': 78, 'marred': 78, 'imperfect': 78, 'tivax': 78, 'commit': 78, 'silverlight': 78, 'magsafe': 78, 'acase': 78, 'captioning': 78, 'ultraportable': 78, 'valet': 78, 'explorist': 78, 'pfc': 78, 'sshd': 78, 'mobilelite': 78, 'squeezecenter': 78, 'granddaughter': 77, 'elected': 77, 'gtablet': 77, 'numerical': 77, 'contoured': 77, 'denver': 77, 'consultant': 77, 'nick': 77, 'planner': 77, 'smartmedia': 77, 'decibel': 77, 'grounding': 77, 'browsed': 77, 'grail': 77, 'analogy': 77, 'tracker': 77, 'backtrack': 77, 'jamming': 77, 'mitigate': 77, 'slice': 77, 'speedlites': 77, 'pocketwizard': 77, 'foil': 77, 'toting': 77, 'hurdle': 77, 'mmc': 77, 'prematurely': 77, 'darken': 77, 'gradient': 77, 'primetime': 77, 'greenish': 77, 'jargon': 77, 'omitted': 77, 'outsourced': 77, 'roam': 77, 'reloading': 77, 'employed': 77, 'illusion': 77, 'guideline': 77, 'organ': 77, 'strict': 77, 'sucking': 77, 'announces': 77, 'grind': 77, 'polishing': 77, 'titan': 77, 'obsessed': 77, 'reverted': 77, 'grin': 77, 'eligible': 77, 'crease': 77, 'transcode': 77, 'kfhd': 77, 'overscan': 77, 'collected': 76, 'coworker': 76, 'anger': 76, 'chalk': 76, 'fluff': 76, 'jiggle': 76, 'readjust': 76, 'migrated': 76, 'concur': 76, 'inflated': 76, 'caribbean': 76, 'vibrates': 76, 'overheated': 76, 'publishing': 76, 'robot': 76, 'coloring': 76, 'noon': 76, 'puzzling': 76, 'abundance': 76, 'examination': 76, 'endeavor': 76, 'differs': 76, 'optio': 76, 'este': 76, 'backdrop': 76, 'unwilling': 76, 'damned': 76, 'negates': 76, 'controllable': 76, 'afs': 76, 'antiquated': 76, 'walkabout': 76, 'strand': 76, 'duplicated': 76, 'heed': 76, 'italian': 76, 'suburban': 76, 'lighten': 76, 'miscellaneous': 76, 'lenmar': 76, 'intriguing': 76, 'dawn': 76, 'ass': 76, 'overwhelmingly': 76, 'uwa': 76, 'unified': 76, 'bogged': 76, 'aebs': 76, 'sandforce': 76, 'freight': 76, 'benq': 76, 'vimeo': 76, 'geotagging': 76, 'icarplay': 76, 'nt': 75, 'minimizing': 75, 'franklin': 75, 'warrenty': 75, 'indefinitely': 75, 'foresee': 75, 'risking': 75, 'futuristic': 75, 'ignorant': 75, 'personality': 75, 'soda': 75, 'pocketpc': 75, 'similiar': 75, 'unavoidable': 75, 'perimeter': 75, 'initiated': 75, 'lush': 75, 'belly': 75, 'fe': 75, 'vibrating': 75, 'resorted': 75, 'motivation': 75, 'incentive': 75, 'officer': 75, 'subtract': 75, 'videography': 75, 'ranked': 75, 'elura': 75, 'blurriness': 75, 'fluctuates': 75, 'occurring': 75, 'bogen': 75, 'discrepancy': 75, 'tactic': 75, 'screenshot': 75, 'op': 75, 'esc': 75, 'synergy': 75, 'fhd': 75, 'maxxum': 75, 'hangout': 75, 'msata': 75, 'usefull': 74, 'coworkers': 74, 'greatness': 74, 'reconsider': 74, 'millisecond': 74, 'variance': 74, 'shaft': 74, 'artificially': 74, 'nuforce': 74, 'distorting': 74, 'disappoints': 74, 'freq': 74, 'solitaire': 74, 'booth': 74, 'transportation': 74, 'exploit': 74, 'subcompact': 74, 'campus': 74, 'economic': 74, 'motivated': 74, 'ppc': 74, 'stablization': 74, 'certificate': 74, 'spider': 74, 'critically': 74, 'houston': 74, 'muffle': 74, 'batman': 74, 'basket': 74, 'vector': 74, 'gpsmap': 74, 'prob': 74, 'multiplayer': 74, 'pedestal': 74, 'peg': 74, 'sprung': 74, 'mud': 74, 'sdcard': 74, 'stash': 74, 'gamepad': 74, 'uspeed': 74, 'bum': 74, 'tonality': 74, 'cinematic': 74, 'definitively': 74, 'rds': 74, 'republic': 74, 'nanos': 74, 'frank': 74, 'decline': 74, 'gimp': 74, 'floyd': 74, 'garageband': 74, 'rokus': 74, 'debug': 74, 'mario': 74, 'crosstalk': 74, 'xlr': 74, 'openwrt': 74, 'foxl': 74, 'apricorn': 74, 'flashair': 74, 'unlocking': 73, 'heated': 73, 'posed': 73, 'personalized': 73, 'cited': 73, 'nightly': 73, 'wander': 73, 'luxurious': 73, 'pleasurable': 73, 'wearer': 73, 'diminishing': 73, 'lest': 73, 'violin': 73, 'shutoff': 73, 'discard': 73, 'likelihood': 73, 'num': 73, 'snack': 73, 'preparation': 73, 'darkroom': 73, 'skimpy': 73, 'afforded': 73, 'tidy': 73, 'workplace': 73, 'creek': 73, 'fastener': 73, 'apo': 73, 'elan': 73, 'builtin': 73, 'tipping': 73, 'amperage': 73, 'pero': 73, 'vcd': 73, 'adsl': 73, 'anticipating': 73, 'foundation': 73, 'reloaded': 73, 'aluminium': 73, 'ea': 73, 'unacceptably': 73, 'trio': 73, 'petty': 73, 'topped': 73, 'unmount': 73, 'prettier': 73, 'hw': 73, 'gingerbread': 73, 'downer': 73, 'watercolor': 73, 'consumed': 73, 'defaulted': 73, 'fanboys': 73, 'jlab': 73, 'pns': 73, 'flipshare': 73, 'puny': 72, 'readability': 72, 'temptation': 72, 'korea': 72, 'soo': 72, 'foolproof': 72, 'exhausted': 72, 'synchronous': 72, 'muting': 72, 'wilson': 72, 'celebrity': 72, 'tightness': 72, 'milk': 72, 'intelligently': 72, 'lee': 72, 'ordeal': 72, 'administrative': 72, 'brochure': 72, 'anime': 72, 'permitted': 72, 'powershots': 72, 'realy': 72, 'treating': 72, 'incarnation': 72, 'weighty': 72, 'hazy': 72, 'authentic': 72, 'ntilde': 72, 'massively': 72, 'steaming': 72, 'rethink': 72, 'shout': 72, 'grandkids': 72, 'dxomark': 72, 'banking': 72, 'malfunctioned': 72, 'penalty': 72, 'degrading': 72, 'disassemble': 72, 'finalizing': 72, 'fin': 72, 'terminated': 72, 'clockwise': 72, 'spl': 72, 'intervention': 72, 'slik': 72, 'sustain': 72, 'bc': 72, 'wds': 72, 'inaudible': 72, 'ique': 72, 'toggling': 72, 'squishy': 72, 'denied': 72, 'touchpads': 72, 'basecamp': 72, 'tunein': 72, 'itune': 72, 'recovering': 72, 'crystaldiskmark': 72, 'nzxt': 72, 'keystone': 72, 'superzooms': 72, 'vf': 72, 'atheros': 72, 'flatwave': 72, 'noctua': 72, 'swd': 72, 'russian': 71, 'wandering': 71, 'impaired': 71, 'antique': 71, 'excursion': 71, 'deceiving': 71, 'presenting': 71, 'shoved': 71, 'thumbwheel': 71, 'hideous': 71, 'cliff': 71, 'harshness': 71, 'quietest': 71, 'melted': 71, 'sliced': 71, 'relates': 71, 'dissappointed': 71, 'literate': 71, 'soho': 71, 'loader': 71, 'altimeter': 71, 'repository': 71, 'gosh': 71, 'jupiter': 71, 'prominently': 71, 'realism': 71, 'ld': 71, 'acanon': 71, 'ironed': 71, 'cheapie': 71, 'wrapper': 71, 'por': 71, 'suprisingly': 71, 'instability': 71, 'contributed': 71, 'virginia': 71, 'rocky': 71, 'hampered': 71, 'rearrange': 71, 'sought': 71, 'outrageously': 71, 'panned': 71, 'diff': 71, 'logitechs': 71, 'cylinder': 71, 'dissipation': 71, 'affiliate': 71, 'cr': 71, 'underlying': 71, 'conversely': 71, 'tailor': 71, 'navigational': 71, 'gimbal': 71, 'branding': 71, 'velociraptor': 71, 'thumbdrive': 71, 'passmark': 71, 'counted': 71, 'arris': 71, 'boxwave': 71, 'silicondust': 71, 'pearl': 70, 'calibre': 70, 'checkout': 70, 'begging': 70, 'cigar': 70, 'toaster': 70, 'ct': 70, 'bunny': 70, 'alphabet': 70, 'chief': 70, 'yank': 70, 'muff': 70, 'whoa': 70, 'orchestral': 70, 'cramp': 70, 'sibilance': 70, 'peanut': 70, 'advancement': 70, 'gritty': 70, 'prize': 70, 'miami': 70, 'tft': 70, 'cad': 70, 'dynamically': 70, 'pounding': 70, 'blaming': 70, 'leisure': 70, 'wisely': 70, 'examining': 70, 'om': 70, 'mycanon': 70, 'encouraging': 70, 'sketching': 70, 'bull': 70, 'ultrawide': 70, 'ranged': 70, 'formed': 70, 'canadian': 70, 'suspended': 70, 'grouped': 70, 'addictive': 70, 'blanket': 70, 'undocumented': 70, 'communicates': 70, 'shortage': 70, 'diffraction': 70, 'unrelated': 70, 'laughing': 70, 'pmp': 70, 'preordered': 70, 'handsfree': 70, 'scn': 70, 'freshly': 70, 'upscales': 70, 'inky': 70, 'zik': 70, 'popbox': 70, 'straining': 69, 'handily': 69, 'distribute': 69, 'cheat': 69, 'reuse': 69, 'cutter': 69, 'lends': 69, 'cutoff': 69, 'crown': 69, 'detailing': 69, 'verge': 69, 'percussion': 69, 'jumpdrive': 69, 'diverse': 69, 'blister': 69, 'crew': 69, 'mailbox': 69, 'adopt': 69, 'quicken': 69, 'shading': 69, 'memopad': 69, 'pivoting': 69, 'programed': 69, 'turnaround': 69, 'minimizes': 69, 'checker': 69, 'eax': 69, 'multifunction': 69, 'threading': 69, 'alphabetically': 69, 'bucket': 69, 'jose': 69, 'imply': 69, 'tennis': 69, 'dismiss': 69, 'swallow': 69, 'startling': 69, 'tagged': 69, 'illuminates': 69, 'plainly': 69, 'persisted': 69, 'remap': 69, 'tan': 69, 'wilkins': 69, 'achievement': 69, 'directs': 69, 'exclude': 69, 'interlaced': 69, 'owc': 69, 'caddy': 69, 'pasm': 69, 'slt': 69, 'camara': 69, 'gigabeat': 69, 'woefully': 68, 'superfluous': 68, 'cafe': 68, 'accompanied': 68, 'cured': 68, 'shareware': 68, 'reel': 68, 'lifeless': 68, 'spatial': 68, 'rushing': 68, 'exemplary': 68, 'mc': 68, 'paramount': 68, 'intruder': 68, 'audigy': 68, 'suspension': 68, 'recreate': 68, 'qualitythe': 68, 'beg': 68, 'discernable': 68, 'inexperienced': 68, 'arch': 68, 'decor': 68, 'fd': 68, 'differing': 68, 'yikes': 68, 'addict': 68, 'fatter': 68, 'intake': 68, 'geocache': 68, 'handwritten': 68, 'si': 68, 'detracts': 68, 'detent': 68, 'pronto': 68, 'sophistication': 68, 'styled': 68, 'optionally': 68, 'idiotic': 68, 'dallas': 68, 'chatter': 68, 'prioritize': 68, 'smoking': 68, 'uncheck': 68, 'applaud': 68, 'conform': 68, 'misc': 68, 'letterbox': 68, 'csr': 68, 'carton': 68, 'multichannel': 68, 'eve': 68, 'harddrives': 68, 'coolermaster': 68, 'bonding': 68, 'clarityhd': 68, 'ubee': 68, 'blackvue': 68, 'sizing': 67, 'lottery': 67, 'traveller': 67, 'snazzy': 67, 'denying': 67, 'astonishingly': 67, 'temple': 67, 'snagged': 67, 'triport': 67, 'tenth': 67, 'judged': 67, 'ache': 67, 'ladder': 67, 'fiasco': 67, 'admission': 67, 'abroad': 67, 'altered': 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'indirect': 50, 'refurbs': 50, 'subtly': 50, 'richard': 50, 'tinge': 50, 'displeased': 50, 'neighboring': 50, 'csi': 50, 'maximizing': 50, 'toned': 50, 'alternately': 50, 'bypassed': 50, 'devote': 50, 'numbering': 50, 'spacer': 50, 'honey': 50, 'interfered': 50, 'overboard': 50, 'resistor': 50, 'gige': 50, 'tame': 50, 'illuminator': 50, 'hooray': 50, 'unforgivable': 50, 'prep': 50, 'recap': 50, 'saturn': 50, 'ledge': 50, 'wpm': 50, 'est': 50, 'inaccuracy': 50, 'udma': 50, 'lm': 50, 'fedora': 50, 'induced': 50, 'robbed': 50, 'nik': 50, 'playtouch': 50, 'beltronics': 50, 'telrad': 50, 'sideload': 49, 'behemoth': 49, 'nitpicky': 49, 'lovin': 49, 'atmosphere': 49, 'handbook': 49, 'agenda': 49, 'molding': 49, 'cdrom': 49, 'acoustically': 49, 'trimming': 49, 'symmetrical': 49, 'oe': 49, 'cleanest': 49, 'damping': 49, 'flaking': 49, 'soaked': 49, 'lucked': 49, 'chewing': 49, 'bless': 49, 'satellit': 49, 'elusive': 49, 'affordability': 49, 'fo': 49, 'crispy': 49, 'veiled': 49, 'activesync': 49, 'unsharp': 49, 'amatuer': 49, 'accumulate': 49, 'discontinue': 49, 'bracketed': 49, 'armed': 49, 'categorized': 49, 'versitile': 49, 'geometry': 49, 'yosemite': 49, 'everio': 49, 'iraq': 49, 'dismount': 49, 'elevate': 49, 'coach': 49, 'pliable': 49, 'yielding': 49, 'customizability': 49, 'bedtime': 49, 'straightened': 49, 'gazillion': 49, 'speculation': 49, 'bitter': 49, 'scraping': 49, 'arounds': 49, 'theolympus': 49, 'extention': 49, 'davis': 49, 'relocate': 49, 'memorable': 49, 'unplayable': 49, 'overstated': 49, 'protrusion': 49, 'mart': 49, 'accord': 49, 'utah': 49, 'ploy': 49, 'disgrace': 49, 'drool': 49, 'centrino': 49, 'synaptics': 49, 'tapered': 49, 'brushing': 49, 'charcoal': 49, 'pasted': 49, 'ludicrous': 49, 'rational': 49, 'owing': 49, 'optimizing': 49, 'dissatisfaction': 49, 'tinted': 49, 'patented': 49, 'neckstrap': 49, 'implication': 49, 'residence': 49, 'foggy': 49, 'karaoke': 49, 'clicker': 49, 'exaggerate': 49, 'satin': 49, 'assisted': 49, 'videomic': 49, 'boggling': 49, 'documenting': 49, 'discharging': 49, 'loathe': 49, 'compute': 49, 'swann': 49, 'preamplifier': 49, 'sabertooth': 49, 'widrive': 49, 'apu': 49, 'maxx': 49, 'overwrite': 49, 'activex': 49, 'lensbaby': 49, 'miix': 49, 'protune': 49, 'bn': 48, 'irony': 48, 'paddle': 48, 'expedited': 48, 'strained': 48, 'eyestrain': 48, 'frugal': 48, 'mobi': 48, 'phoned': 48, 'aggressively': 48, 'synchronizing': 48, 'accounting': 48, 'walkie': 48, 'vmoda': 48, 'aural': 48, 'overbearing': 48, 'sheep': 48, 'unnoticed': 48, 'soothing': 48, 'benchmarked': 48, 'environmentally': 48, 'camedia': 48, 'collimation': 48, 'peice': 48, 'whiz': 48, 'overpowered': 48, 'wp': 48, 'comparision': 48, 'scandisk': 48, 'discoloration': 48, 'slammed': 48, 'toolbar': 48, 'modeling': 48, 'waving': 48, 'locator': 48, 'obsessive': 48, 'sideline': 48, 'youth': 48, 'tha': 48, 'fav': 48, 'committing': 48, 'thunder': 48, 'impossibly': 48, 'dissipate': 48, 'seventy': 48, 'soooooo': 48, 'uncovered': 48, 'blinked': 48, 'irritates': 48, 'roaming': 48, 'arcade': 48, 'crave': 48, 'disturbed': 48, 'minuscule': 48, 'wreck': 48, 'planar': 48, 'electrician': 48, 'nimble': 48, 'verifying': 48, 'nested': 48, 'unintended': 48, 'ambiance': 48, 'unsurpassed': 48, 'advancing': 48, 'mara': 48, 'satisfactorily': 48, 'footnote': 48, 'gbps': 48, 'dishonest': 48, 'impromptu': 48, 'alternating': 48, 'lime': 48, 'dangerously': 48, 'defines': 48, 'delicious': 48, 'deceptively': 48, 'fujinon': 48, 'sidebar': 48, 'triangular': 48, 'acceptance': 48, 'journalist': 48, 'anxiety': 48, 'depended': 48, 'framework': 48, 'idvd': 48, 'arrogant': 48, 'readyshare': 48, 'resuming': 48, 'gamestop': 48, 'smartly': 48, 'defining': 48, 'foreseeable': 48, 'linkstation': 48, 'roadtrip': 48, 'tnt': 48, 'dreamweaver': 48, 'jill': 48, 'jello': 48, 'slingcatcher': 48, 'vulkano': 48, 'ivisor': 48, 'prius': 48, 'vtech': 48, 'jbod': 48, 'exported': 48, 'winkey': 48, 'editable': 48, 'centurylink': 48, 'lpcm': 48, 'toying': 47, 'pertinent': 47, 'pinching': 47, 'assignable': 47, 'lowe': 47, 'accompanies': 47, 'commercially': 47, 'dampen': 47, 'bach': 47, 'ringer': 47, 'politely': 47, 'resized': 47, 'articulation': 47, 'trance': 47, 'vented': 47, 'uncomplicated': 47, 'gushing': 47, 'roadrunner': 47, 'pricetag': 47, 'barring': 47, 'artsy': 47, 'wasteful': 47, 'principal': 47, 'patched': 47, 'retrieval': 47, 'fame': 47, 'evolutionary': 47, 'terminate': 47, 'reporter': 47, 'handholding': 47, 'superiority': 47, 'definitly': 47, 'exellent': 47, 'flair': 47, 'raining': 47, 'como': 47, 'pore': 47, 'volleyball': 47, 'mfr': 47, 'reattach': 47, 'insecure': 47, 'warms': 47, 'unzipped': 47, 'superfine': 47, 'nikkors': 47, 'shuffling': 47, 'shelled': 47, 'deterioration': 47, 'dakota': 47, 'cursing': 47, 'hamper': 47, 'pitfall': 47, 'thunderbird': 47, 'obsession': 47, 'evidenced': 47, 'pronounce': 47, 'preserved': 47, 'robotic': 47, 'satechi': 47, 'concurrent': 47, 'insisting': 47, 'encountering': 47, 'synthesized': 47, 'screening': 47, 'splurged': 47, 'disneyland': 47, 'cheapy': 47, 'jostled': 47, 'radically': 47, 'asphalt': 47, 'transforms': 47, 'explode': 47, 'emphasizes': 47, 'patent': 47, 'fwiw': 47, 'proceeding': 47, 'hating': 47, 'excelled': 47, 'inadvertent': 47, 'mycloud': 47, 'argued': 47, 'washout': 47, 'prying': 47, 'tiltable': 47, 'initialization': 47, 'rdp': 47, 'concealed': 47, 'catalyst': 47, 'explicit': 47, 'retrieving': 47, 'allocated': 47, 'nasa': 47, 'vorbis': 47, 'waterproofing': 47, 'muse': 47, 'zunehd': 47, 'allshare': 47, 'aereo': 47, 'athena': 47, 'gtab': 47, 'mydlink': 47, 'syntax': 47, 'debugging': 46, 'pixilation': 46, 'smudging': 46, 'dire': 46, 'constrained': 46, 'suckered': 46, 'aligning': 46, 'afterall': 46, 'conduit': 46, 'pim': 46, 'vii': 46, 'shameful': 46, 'talkie': 46, 'handier': 46, 'mg': 46, 'endurance': 46, 'pastel': 46, 'conducting': 46, 'crushing': 46, 'unscrewing': 46, 'disguise': 46, 'privately': 46, 'flattering': 46, 'aunt': 46, 'seatools': 46, 'uplink': 46, 'reconfiguring': 46, 'trinitron': 46, 'dread': 46, 'audibly': 46, 'birder': 46, 'philippine': 46, 'connecter': 46, 'ted': 46, 'sublime': 46, 'squirrel': 46, 'chris': 46, 'dir': 46, 'suprise': 46, 'paced': 46, 'realtime': 46, 'conductor': 46, 'interfacing': 46, 'toxic': 46, 'scuffed': 46, 'impacted': 46, 'neglect': 46, 'isobar': 46, 'uno': 46, 'renowned': 46, 'rinse': 46, 'patagonia': 46, 'establishing': 46, 'robotics': 46, 'northwest': 46, 'tournament': 46, 'mist': 46, 'inactive': 46, 'rico': 46, 'spectacularly': 46, 'renewed': 46, 'acuity': 46, 'backorder': 46, 'realizes': 46, 'conscience': 46, 'auxillary': 46, 'odyssey': 46, 'screeching': 46, 'unscrewed': 46, 'friggin': 46, 'adage': 46, 'troll': 46, 'alley': 46, 'antennaweb': 46, 'hunch': 46, 'drifting': 46, 'vault': 46, 'allocation': 46, 'detractor': 46, 'senheiser': 46, 'crunch': 46, 'pavement': 46, 'delta': 46, 'reunion': 46, 'flown': 46, 'violet': 46, 'mundane': 46, 'entail': 46, 'mush': 46, 'milwaukee': 46, 'cheep': 46, 'toploader': 46, 'exudes': 46, 'nitpicks': 46, 'homescreen': 46, 'hyperx': 46, 'persist': 46, 'advisor': 46, 'opendns': 46, 'citrix': 46, 'pls': 46, 'unsafe': 46, 'passively': 46, 'blutooth': 46, 'recalibrate': 46, 'lone': 46, 'asrock': 46, 'tandem': 46, 'wmm': 46, 'edimax': 46, 'barebones': 46, 'descriptive': 46, 'followup': 46, 'smt': 46, 'archerfish': 46, 'smartwatch': 46, 'roady': 46, 'myine': 46, 'chocolate': 45, 'ireland': 45, 'honored': 45, 'friendliness': 45, 'craze': 45, 'jim': 45, 'icom': 45, 'adaptable': 45, 'unforgiving': 45, 'tron': 45, 'salvage': 45, 'supple': 45, 'fatigued': 45, 'downtime': 45, 'symantec': 45, 'dye': 45, 'peter': 45, 'equalize': 45, 'costa': 45, 'vocalist': 45, 'structural': 45, 'occured': 45, 'crater': 45, 'designate': 45, 'zipping': 45, 'polarization': 45, 'tripping': 45, 'stealthy': 45, 'veneer': 45, 'inept': 45, 'somethings': 45, 'sneaky': 45, 'rm': 45, 'convergence': 45, 'deviation': 45, 'flatten': 45, 'defocus': 45, 'spendy': 45, 'mynikon': 45, 'drinking': 45, 'historically': 45, 'fray': 45, 'viewscreen': 45, 'chewed': 45, 'diablo': 45, 'advises': 45, 'velvety': 45, 'mentally': 45, 'liteon': 45, 'coupling': 45, 'crud': 45, 'leased': 45, 'yuck': 45, 'badge': 45, 'drowning': 45, 'rested': 45, 'spain': 45, 'credible': 45, 'svga': 45, 'abound': 45, 'outset': 45, 'versed': 45, 'vampire': 45, 'idiosyncrasy': 45, 'defunct': 45, 'carpeted': 45, 'dam': 45, 'rebuilding': 45, 'controversy': 45, 'rti': 45, 'laborious': 45, 'unmanaged': 45, 'incl': 45, 'equate': 45, 'hosed': 45, 'implementing': 45, 'mirage': 45, 'underground': 45, 'muddied': 45, 'chugging': 45, 'kinesis': 45, 'erroneous': 45, 'diffused': 45, 'blogger': 45, 'requisite': 45, 'phd': 45, 'spanning': 45, 'rigged': 45, 'bordering': 45, 'amplifies': 45, 'ccfl': 45, 'looxcie': 45, 'cooky': 45, 'qinpu': 45, 'rotational': 45, 'offcolor': 45, 'spear': 45, 'blackarmor': 45, 'relieve': 45, 'eva': 45, 'cloner': 45, 'bnc': 45, 'regrettably': 45, 'benro': 45, 'aweful': 45, 'pentaprism': 45, 'upconverter': 45, 'geo': 45, 'siii': 45, 'soundfly': 45, 'restricts': 44, 'shouting': 44, 'bookstore': 44, 'reversible': 44, 'association': 44, 'dxing': 44, 'wil': 44, 'stubby': 44, 'porta': 44, 'bleeds': 44, 'mortal': 44, 'wannabe': 44, 'transducer': 44, 'worrisome': 44, 'refill': 44, 'tabbed': 44, 'economically': 44, 'appreciably': 44, 'conducive': 44, 'grit': 44, 'scrambling': 44, 'doubly': 44, 'lenspen': 44, 'eventhough': 44, 'pinhole': 44, 'alleviated': 44, 'fought': 44, 'necessitating': 44, 'champion': 44, 'throat': 44, 'evolt': 44, 'podcasting': 44, 'fanless': 44, 'vantec': 44, 'balcony': 44, 'summation': 44, 'abberation': 44, 'louis': 44, 'enought': 44, 'slippage': 44, 'insulated': 44, 'newcomer': 44, 'prototype': 44, 'fa': 44, 'slit': 44, 'overdue': 44, 'ratchet': 44, 'fared': 44, 'installers': 44, 'disgusting': 44, 'throught': 44, 'stranded': 44, 'inherited': 44, 'dependability': 44, 'plunk': 44, 'hunted': 44, 'sparingly': 44, 'conditioned': 44, 'proverbial': 44, 'altering': 44, 'cling': 44, 'unsuspecting': 44, 'macmini': 44, 'actuation': 44, 'trough': 44, 'lastest': 44, 'passionate': 44, 'uptime': 44, 'giotto': 44, 'monopods': 44, 'exclusion': 44, 'concerto': 44, 'restoration': 44, 'attenuator': 44, 'nozzle': 44, 'pluged': 44, 'setback': 44, 'equates': 44, 'mrc': 44, 'australian': 44, 'ralink': 44, 'balloon': 44, 'blatant': 44, 'xxx': 44, 'blunt': 44, 'velodyne': 44, 'accelerate': 44, 'retouching': 44, 'rigidity': 44, 'bid': 44, 'palette': 44, 'typewriter': 44, 'autodesk': 44, 'vms': 44, 'compile': 44, 'producto': 44, 'here': 44, 'georgia': 44, 'envious': 44, 'rivaling': 44, 'overclocks': 44, 'contention': 44, 'initializing': 44, 'binary': 44, 'luv': 44, 'compounded': 44, 'lowly': 44, 'underestimated': 44, 'equip': 44, 'dbm': 44, 'halloween': 44, 'pwm': 44, 'transcribe': 44, 'plush': 44, 'usbs': 44, 'soundfreaq': 44, 'hauppage': 44, 'clickwheel': 44, 'tenda': 44, 'turismo': 44, 'organizes': 43, 'cancer': 43, 'rejoice': 43, 'lent': 43, 'slanted': 43, 'minidisc': 43, 'aback': 43, 'radiation': 43, 'reviewi': 43, 'acre': 43, 'lingo': 43, 'basshead': 43, 'akgs': 43, 'grainier': 43, 'waaay': 43, 'concede': 43, 'timbre': 43, 'inspires': 43, 'waveform': 43, 'intellipoint': 43, 'simpson': 43, 'kayak': 43, 'glacier': 43, 'aisle': 43, 'quadrant': 43, 'clickable': 43, 'sharpie': 43, 'attending': 43, 'leary': 43, 'chatted': 43, 'confortable': 43, 'inviting': 43, 'octave': 43, 'nation': 43, 'jar': 43, 'cdr': 43, 'mountable': 43, 'propping': 43, 'dabble': 43, 'stickler': 43, 'doorstop': 43, 'supremely': 43, 'hatch': 43, 'accomplishes': 43, 'ritz': 43, 'melting': 43, 'faintly': 43, 'sliver': 43, 'acura': 43, 'emerging': 43, 'telephony': 43, 'seemlessly': 43, 'substituted': 43, 'reversing': 43, 'altho': 43, 'grime': 43, 'liberal': 43, 'unobtrusively': 43, 'leaned': 43, 'arthritis': 43, 'coz': 43, 'oily': 43, 'cosmetically': 43, 'devotee': 43, 'tubing': 43, 'chorus': 43, 'relocated': 43, 'advisable': 43, 'alarming': 43, 'cushy': 43, 'interpolation': 43, 'completly': 43, 'reassign': 43, 'complimentary': 43, 'inexpensively': 43, 'pl': 43, 'nearing': 43, 'addon': 43, 'simulates': 43, 'hoodman': 43, 'noiseless': 43, 'bot': 43, 'cmd': 43, 'stalled': 43, 'consistantly': 43, 'sagetv': 43, 'fahrenheit': 43, 'sip': 43, 'digest': 43, 'trinity': 43, 'rob': 43, 'praying': 43, 'commenter': 43, 'raynox': 43, 'sdm': 43, 'pokey': 43, 'chained': 43, 'gyroscope': 43, 'brazil': 43, 'explanatory': 43, 'minecraft': 43, 'choppiness': 43, 'authoring': 43, 'positional': 43, 'pulldown': 43, 'arose': 43, 'diesel': 43, 'ddwrt': 43, 'nanny': 43, 'hhd': 43, 'whoop': 43, 'computerized': 43, 'dreading': 43, 'matchstick': 43, 'livewire': 43, 'wobbling': 42, 'defend': 42, 'promoted': 42, 'froyo': 42, 'finesse': 42, 'downsize': 42, 'kiosk': 42, 'plea': 42, 'behalf': 42, 'cavity': 42, 'groundbreaking': 42, 'flattened': 42, 'stowed': 42, 'gradual': 42, 'untrue': 42, 'webbing': 42, 'sparkly': 42, 'nap': 42, 'induce': 42, 'sleeper': 42, 'consistant': 42, 'springy': 42, 'crawling': 42, 'overtime': 42, 'perfomance': 42, 'translator': 42, 'volunteer': 42, 'sexier': 42, 'dunk': 42, 'gotchas': 42, 'unfold': 42, 'inbuilt': 42, 'abusive': 42, 'binos': 42, 'looped': 42, 'pricecons': 42, 'astronomical': 42, 'itch': 42, 'maze': 42, 'surfed': 42, 'deafening': 42, 'photogs': 42, 'underexposure': 42, 'shockproof': 42, 'employer': 42, 'omit': 42, 'resultant': 42, 'absorbing': 42, 'cityscape': 42, 'bracing': 42, 'canopy': 42, 'removeable': 42, 'cleanup': 42, 'looping': 42, 'blending': 42, 'wr': 42, 'passthru': 42, 'moveable': 42, 'concentration': 42, 'awesomely': 42, 'significance': 42, 'chipped': 42, 'reliant': 42, 'transportable': 42, 'phased': 42, 'miraculous': 42, 'tidbit': 42, 'kludgy': 42, 'crutchfield': 42, 'forefinger': 42, 'complicate': 42, 'sword': 42, 'stoked': 42, 'elf': 42, 'deposit': 42, 'atlantic': 42, 'engraved': 42, 'distilled': 42, 'nw': 42, 'receptor': 42, 'submitting': 42, 'conceal': 42, 'flicking': 42, 'restricting': 42, 'ssl': 42, 'neophyte': 42, 'continous': 42, 'stance': 42, 'parade': 42, 'supportive': 42, 'pondering': 42, 'prettiest': 42, 'ikea': 42, 'ma': 42, 'argh': 42, 'ration': 42, 'deliberation': 42, 'deactivated': 42, 'inflexible': 42, 'modulator': 42, 'seemless': 42, 'retrieved': 42, 'pyle': 42, 'reliance': 42, 'photobooth': 42, 'superduper': 42, 'mediamonkey': 42, 'truecrypt': 42, 'nuvis': 42, 'blacx': 42, 'portland': 42, 'arkon': 42, 'brightens': 42, 'airprint': 42, 'avenger': 42, 'hmdi': 42, 'injector': 42, 'undue': 42, 'vieracast': 42, 'pbo': 42, 'sims': 42, 'otter': 42, 'navy': 42, 'mjpeg': 42, 'gamecom': 42, 'wolfson': 42, 'micron': 42, 'xporter': 42, 'videophiles': 42, 'dvdr': 42, 'ryse': 42, 'hancom': 42, 'tunecast': 42, 'teleatlas': 42, 'unwrapped': 41, 'gifted': 41, 'sweeter': 41, 'betamax': 41, 'pandigital': 41, 'irregular': 41, 'mcdonald': 41, 'ninety': 41, 'dew': 41, 'dominated': 41, 'resounding': 41, 'inclusive': 41, 'extendable': 41, 'cult': 41, 'eighty': 41, 'alarmed': 41, 'remarked': 41, 'drowns': 41, 'unaffected': 41, 'unprofessional': 41, 'resonant': 41, 'prohibitive': 41, 'persuaded': 41, 'revising': 41, 'goof': 41, 'elect': 41, 'factoring': 41, 'misconception': 41, 'imposed': 41, 'wolf': 41, 'havoc': 41, 'actuality': 41, 'coupler': 41, 'attenuated': 41, 'prayer': 41, 'decal': 41, 'retry': 41, 'sacramento': 41, 'zoombrowser': 41, 'naive': 41, 'fro': 41, 'attachable': 41, 'deem': 41, 'pour': 41, 'executable': 41, 'accolade': 41, 'glancing': 41, 'speculate': 41, 'apeture': 41, 'greyed': 41, 'rigorous': 41, 'shrinking': 41, 'uniquely': 41, 'coveted': 41, 'ruler': 41, 'bested': 41, 'chirping': 41, 'confuses': 41, 'airwave': 41, 'striped': 41, 'eaten': 41, 'wideangle': 41, 'xr': 41, 'sensational': 41, 'nuanced': 41, 'unimportant': 41, 'mash': 41, 'awareness': 41, 'benefited': 41, 'resellers': 41, 'forearm': 41, 'waaaay': 41, 'successive': 41, 'absolutly': 41, 'aint': 41, 'misunderstanding': 41, 'childhood': 41, 'russia': 41, 'inquire': 41, 'fascinated': 41, 'consulted': 41, 'instructor': 41, 'speedier': 41, 'verbally': 41, 'shrunk': 41, 'tying': 41, 'malicious': 41, 'informs': 41, 'arcane': 41, 'peaked': 41, 'microphonics': 41, 'strive': 41, 'rezo': 41, 'wink': 41, 'traction': 41, 'blacked': 41, 'saitek': 41, 'scaler': 41, 'wasd': 41, 'zaggmate': 41, 'incrementally': 41, 'wholesale': 41, 'remastered': 41, 'chicklet': 41, 'videoing': 41, 'headlight': 41, 'diligence': 41, 'rougher': 41, 'busch': 41, 'zinwell': 41, 'rotor': 41, 'stabilisation': 41, 'shifter': 41, 'xboom': 41, 'tabpro': 41, 'inno': 41, 'internationally': 40, 'incur': 40, 'imperceptible': 40, 'rerun': 40, 'sideband': 40, 'shoving': 40, 'venting': 40, 'concentrating': 40, 'heaphones': 40, 'duplex': 40, 'laserjet': 40, 'longitude': 40, 'squared': 40, 'minnesota': 40, 'clincher': 40, 'clogged': 40, 'rifle': 40, 'detriment': 40, 'misunderstood': 40, 'shouldnt': 40, 'wacky': 40, 'formidable': 40, 'contractor': 40, 'society': 40, 'convertor': 40, 'handgrip': 40, 'pocketwizards': 40, 'hogging': 40, 'countdown': 40, 'brutal': 40, 'affix': 40, 'sparkling': 40, 'sandpaper': 40, 'thor': 40, 'belive': 40, 'med': 40, 'representing': 40, 'unquestionably': 40, 'ba': 40, 'specifies': 40, 'qt': 40, 'matured': 40, 'jiggling': 40, 'adapts': 40, 'abbreviated': 40, 'hottest': 40, 'hosted': 40, 'sic': 40, 'factored': 40, 'aspiring': 40, 'ensured': 40, 'musicality': 40, 'ambience': 40, 'dressed': 40, 'grandpa': 40, 'shined': 40, 'flooding': 40, 'eyesore': 40, 'scramble': 40, 'issuing': 40, 'realise': 40, 'griping': 40, 'yesteryear': 40, 'fotos': 40, 'dawned': 40, 'redeem': 40, 'firefly': 40, 'progression': 40, 'relearn': 40, 'antiglare': 40, 'pursuit': 40, 'elongated': 40, 'mustang': 40, 'snippet': 40, 'sharpened': 40, 'adoption': 40, 'retouch': 40, 'cz': 40, 'laden': 40, 'cramming': 40, 'selectively': 40, 'illiterate': 40, 'bourne': 40, 'imap': 40, 'obstruct': 40, 'mbr': 40, 'meelectronics': 40, 'decodes': 40, 'accelerator': 40, 'icc': 40, 'initialized': 40, 'miniusb': 40, 'costed': 40, 'interpretation': 40, 'diskless': 40, 'shootout': 40, 'ziio': 40, 'quickbooks': 40, 'shill': 40, 'cheapness': 40, 'apanasonic': 40, 'vegan': 40, 'lvf': 40, 'sxrd': 40, 'nsa': 40, 'sixaxis': 40, 'bevel': 40, 'multeq': 40, 'matricom': 40, 'imic': 40, 'davey': 40, 'educate': 39, 'charity': 39, 'preorder': 39, 'profound': 39, 'talented': 39, 'siding': 39, 'wrestling': 39, 'beige': 39, 'ccradio': 39, 'acid': 39, 'nary': 39, 'junior': 39, 'buildup': 39, 'jostling': 39, 'stax': 39, 'openness': 39, 'beyers': 39, 'trimmed': 39, 'tugging': 39, 'midbass': 39, 'controversial': 39, 'tcp': 39, 'boatload': 39, 'previewing': 39, 'expectancy': 39, 'lukewarm': 39, 'checkbox': 39, 'veil': 39, 'practiced': 39, 'voiced': 39, 'dominates': 39, 'hammock': 39, 'nascar': 39, 'eyecup': 39, 'unbelieveable': 39, 'suffix': 39, 'discontinuing': 39, 'hav': 39, 'stumbling': 39, 'carefull': 39, 'bloom': 39, 'microadjustment': 39, 'intends': 39, 'stripping': 39, 'trailing': 39, 'newness': 39, 'decimal': 39, 'cockpit': 39, 'coffin': 39, 'anamorphic': 39, 'townhouse': 39, 'declared': 39, 'expiration': 39, 'stocked': 39, 'technophobe': 39, 'throwaway': 39, 'historical': 39, 'breakable': 39, 'exhibiting': 39, 'porn': 39, 'layered': 39, 'surfaced': 39, 'predefined': 39, 'smashing': 39, 'postcard': 39, 'clipper': 39, 'adventurous': 39, 'scoop': 39, 'mcdonalds': 39, 'trustworthy': 39, 'repairman': 39, 'hilly': 39, 'westell': 39, 'frying': 39, 'midwest': 39, 'disbelief': 39, 'joking': 39, 'gush': 39, 'quailty': 39, 'ud': 39, 'diligent': 39, 'hmc': 39, 'steadier': 39, 'residual': 39, 'coke': 39, 'abruptly': 39, 'niggles': 39, 'grandfather': 39, 'dragonfly': 39, 'nob': 39, 'decoded': 39, 'promoting': 39, 'adversely': 39, 'gouge': 39, 'speedbooster': 39, 'centrally': 39, 'vulnerability': 39, 'sunk': 39, 'schneider': 39, 'scoured': 39, 'oblivion': 39, 'fraying': 39, 'rightfully': 39, 'chkdsk': 39, 'distinguishes': 39, 'abnormal': 39, 'videocam': 39, 'ripple': 39, 'downsized': 39, 'fur': 39, 'noob': 39, 'invoke': 39, 'vtuner': 39, 'stretchy': 39, 'radical': 39, 'typer': 39, 'resigned': 39, 'timeframe': 39, 'humongous': 39, 'trashing': 39, 'woo': 39, 'theapple': 39, 'thenetgear': 39, 'thewestern': 39, 'subscribing': 39, 'mkvs': 39, 'theseagate': 39, 'etched': 39, 'roundabout': 39, 'tweet': 39, 'railing': 39, 'mediasonic': 39, 'hgst': 39, 'transceivers': 39, 'selfies': 39, 'regza': 39, 'yoobao': 39, 'fintie': 39, 'videosecu': 39, 'bendable': 38, 'wrestle': 38, 'incomprehensible': 38, 'irresponsible': 38, 'loaned': 38, 'costumer': 38, 'overdone': 38, 'excruciatingly': 38, 'grate': 38, 'union': 38, 'tumble': 38, 'sack': 38, 'mavica': 38, 'diagnosed': 38, 'refurbed': 38, 'goodwill': 38, 'vaunted': 38, 'lifelong': 38, 'probable': 38, 'lobe': 38, 'rounding': 38, 'marvelously': 38, 'classify': 38, 'insured': 38, 'inset': 38, 'unreliability': 38, 'illinois': 38, 'juggle': 38, 'vein': 38, 'haywire': 38, 'vox': 38, 'rhythm': 38, 'tricked': 38, 'diode': 38, 'flickered': 38, 'tsi': 38, 'aviation': 38, 'leicas': 38, 'stargazing': 38, 'fetch': 38, 'mouseware': 38, 'autocad': 38, 'defeating': 38, 'botton': 38, 'dwarf': 38, 'taxi': 38, 'engagement': 38, 'apsc': 38, 'accomplishment': 38, 'wavelength': 38, 'eclectic': 38, 'ambiguous': 38, 'poked': 38, 'doorway': 38, 'pennsylvania': 38, 'alpine': 38, 'derived': 38, 'validate': 38, 'honoring': 38, 'letterboxed': 38, 'cautiously': 38, 'skimped': 38, 'breadth': 38, 'flourescent': 38, 'notifying': 38, 'attorney': 38, 'cheating': 38, 'scant': 38, 'barking': 38, 'hx': 38, 'int': 38, 'clamped': 38, 'unhooked': 38, 'sponge': 38, 'idk': 38, 'memorial': 38, 'dodge': 38, 'lugged': 38, 'melody': 38, 'batts': 38, 'vaguely': 38, 'gallon': 38, 'wrongly': 38, 'dab': 38, 'diagnosis': 38, 'programable': 38, 'detroit': 38, 'mercury': 38, 'unhook': 38, 'alphanumeric': 38, 'uninformed': 38, 'sentiment': 38, 'debatable': 38, 'ceramic': 38, 'leash': 38, 'redirected': 38, 'authorize': 38, 'lobby': 38, 'shear': 38, 'peasy': 38, 'recoup': 38, 'playtime': 38, 'layed': 38, 'slamming': 38, 'molasses': 38, 'alleged': 38, 'debut': 38, 'cameta': 38, 'trainer': 38, 'aldiko': 38, 'annually': 38, 'pz': 38, 'isf': 38, 'jb': 38, 'versavu': 38, 'gpt': 38, 'earpods': 38, 'hull': 38, 'zalman': 38, 'edged': 38, 'indent': 38, 'anandtech': 38, 'rd': 38, 'misfire': 38, 'blackrapid': 38, 'unto': 38, 'homeplug': 38, 'wei': 38, 'determination': 38, 'sharx': 38, 'openvpn': 38, 'rsync': 38, 'minisd': 38, 'merlin': 38, 'demoed': 38, 'hu': 38, 'digitize': 38, 'tenba': 38, 'ocr': 38, 'adonit': 38, 'jackery': 38, 'ravpower': 38, 'squeezenetwork': 38, 'etm': 38, 'rust': 37, 'voided': 37, 'fragmentation': 37, 'adorable': 37, 'txt': 37, 'hardy': 37, 'corning': 37, 'athlete': 37, 'harley': 37, 'compressing': 37, 'rockin': 37, 'frayed': 37, 'punchier': 37, 'reducer': 37, 'swearing': 37, 'mbit': 37, 'plaster': 37, 'debbie': 37, 'catv': 37, 'contribution': 37, 'secretly': 37, 'posing': 37, 'grayscale': 37, 'attributable': 37, 'stereophile': 37, 'amplifying': 37, 'uncharted': 37, 'shuffled': 37, 'simon': 37, 'sane': 37, 'grad': 37, 'potent': 37, 'basemap': 37, 'roadway': 37, 'friendlier': 37, 'scarce': 37, 'pseudo': 37, 'asterisk': 37, 'sender': 37, 'backordered': 37, 'wether': 37, 'proportional': 37, 'characterize': 37, 'quantify': 37, 'participant': 37, 'counterintuitive': 37, 'backseat': 37, 'awg': 37, 'crimp': 37, 'engages': 37, 'thud': 37, 'robbery': 37, 'scott': 37, 'ante': 37, 'rag': 37, 'stucco': 37, 'hindered': 37, 'rookie': 37, 'widow': 37, 'goo': 37, 'construct': 37, 'doubted': 37, 'oftentimes': 37, 'demonstrates': 37, 'imagining': 37, 'measurable': 37, 'detaches': 37, 'purported': 37, 'undeniably': 37, 'tropical': 37, 'rained': 37, 'condensation': 37, 'learnt': 37, 'dissuade': 37, 'sdxxx': 37, 'earpad': 37, 'participate': 37, 'wisconsin': 37, 'su': 37, 'brooklyn': 37, 'drape': 37, 'disservice': 37, 'deteriorates': 37, 'rigor': 37, 'toughest': 37, 'cooperate': 37, 'stalling': 37, 'sworn': 37, 'withing': 37, 'apk': 37, 'laminated': 37, 'cctv': 37, 'spiffy': 37, 'sensed': 37, 'tasking': 37, 'pu': 37, 'iradar': 37, 'parting': 37, 'wandered': 37, 'dexterity': 37, 'robin': 37, 'timezone': 37, 'pocketability': 37, 'munsil': 37, 'optimizes': 37, 'tim': 37, 'fluent': 37, 'duplication': 37, 'cintiq': 37, 'threatening': 37, 'bioshock': 37, 'fulfillment': 37, 'cached': 37, 'plextor': 37, 'ayl': 37, 'lytro': 37, 'tripmate': 37, 'playfull': 37, 'deteriorated': 36, 'annotation': 36, 'ereaders': 36, 'financially': 36, 'acknowledges': 36, 'jailbreaking': 36, 'sofware': 36, 'drab': 36, 'loyalist': 36, 'soup': 36, 'hardened': 36, 'backlights': 36, 'howard': 36, 'pollution': 36, 'anyplace': 36, 'accross': 36, 'grammar': 36, 'isolates': 36, 'spiral': 36, 'enclose': 36, 'laboratory': 36, 'springboard': 36, 'breast': 36, 'abit': 36, 'unsteady': 36, 'dialup': 36, 'purity': 36, 'unleash': 36, 'allowance': 36, 'shaping': 36, 'defy': 36, 'embossed': 36, 'armrest': 36, 'exp': 36, 'slant': 36, 'boonies': 36, 'rehearsal': 36, 'sprayed': 36, 'ejects': 36, 'powerfull': 36, 'stereoscopic': 36, 'rica': 36, 'creepy': 36, 'expodisc': 36, 'foul': 36, 'locale': 36, 'menues': 36, 'tulip': 36, 'stuttered': 36, 'bbb': 36, 'comming': 36, 'skyline': 36, 'dictated': 36, 'vest': 36, 'vividness': 36, 'omits': 36, 'disassembled': 36, 'laziness': 36, 'ambidextrous': 36, 'sourced': 36, 'cursory': 36, 'atari': 36, 'moth': 36, 'cheapies': 36, 'ther': 36, 'corp': 36, 'heh': 36, 'reinforcement': 36, 'offending': 36, 'atomic': 36, 'compiling': 36, 'declare': 36, 'countertop': 36, 'qualification': 36, 'unanswered': 36, 'fore': 36, 'discouraging': 36, 'transitioned': 36, 'murky': 36, 'smidge': 36, 'vdc': 36, 'piped': 36, 'hash': 36, 'lick': 36, 'asymmetrical': 36, 'wagon': 36, 'attended': 36, 'forego': 36, 'academic': 36, 'rib': 36, 'duplicating': 36, 'il': 36, 'dizzy': 36, 'retiring': 36, 'droop': 36, 'infancy': 36, 'pvc': 36, 'handstrap': 36, 'blacker': 36, 'widen': 36, 'contrasted': 36, 'depression': 36, 'eu': 36, 'cfl': 36, 'kelvin': 36, 'kingdom': 36, 'swears': 36, 'printable': 36, 'automagically': 36, 'blatantly': 36, 'locates': 36, 'ical': 36, 'taylor': 36, 'clunkier': 36, 'revolve': 36, 'escalate': 36, 'bling': 36, 'taper': 36, 'atto': 36, 'microcenter': 36, 'addiction': 36, 'virtualization': 36, 'beeped': 36, 'llc': 36, 'geometric': 36, 'bluebuds': 36, 'nuclear': 36, 'utube': 36, 'powerfast': 36, 'predictive': 36, 'circumvent': 36, 'cv': 36, 'winded': 36, 'sunlit': 36, 'beveled': 36, 'rtfm': 36, 'fart': 36, 'hg': 36, 'tigerdirect': 36, 'evaluative': 36, 'homer': 36, 'megazoom': 36, 'quadcopter': 36, 'km': 36, 'pmb': 36, 'superficial': 36, 'serviio': 36, 'metz': 36, 'flipboard': 36, 'ticker': 36, 'colorchecker': 36, 'smtp': 36, 'caldigit': 36, 'slingmedia': 36, 'wqxga': 36, 'vivobook': 36, 'purosol': 36, 'mionet': 36, 'camileo': 36, 'syncmaster': 35, 'resumed': 35, 'hardcover': 35, 'thomas': 35, 'swirl': 35, 'desperation': 35, 'appalling': 35, 'immature': 35, 'therein': 35, 'headrest': 35, 'crow': 35, 'ob': 35, 'metallica': 35, 'hipster': 35, 'cheek': 35, 'distinguishable': 35, 'helpfully': 35, 'noice': 35, 'cary': 35, 'workgroup': 35, 'wesselmann': 35, 'searchable': 35, 'barometric': 35, 'unloaded': 35, 'pardon': 35, 'spi': 35, 'rotel': 35, 'flute': 35, 'drooling': 35, 'brute': 35, 'ballistic': 35, 'headshot': 35, 'occassional': 35, 'xeon': 35, 'hone': 35, 'mamiya': 35, 'freelance': 35, 'elliptical': 35, 'pst': 35, 'pf': 35, 'tongue': 35, 'defected': 35, 'misguided': 35, 'sheesh': 35, 'wintel': 35, 'touring': 35, 'apparatus': 35, 'winder': 35, 'nerdy': 35, 'pine': 35, 'bough': 35, 'obscene': 35, 'gaudy': 35, 'accessable': 35, 'rearranged': 35, 'reclaim': 35, 'mejor': 35, 'wordperfect': 35, 'clack': 35, 'narrowing': 35, 'overriding': 35, 'interpolated': 35, 'pixelization': 35, 'censor': 35, 'flux': 35, 'keyhole': 35, 'transcription': 35, 'emanating': 35, 'reputed': 35, 'ues': 35, 'slop': 35, 'satelites': 35, 'unnerving': 35, 'lured': 35, 'broadway': 35, 'sneaking': 35, 'freezer': 35, 'weirdly': 35, 'buffing': 35, 'hdtvi': 35, 'excluded': 35, 'miner': 35, 'barcode': 35, 'digi': 35, 'ribbed': 35, 'stressing': 35, 'assures': 35, 'overloading': 35, 'nevada': 35, 'overhang': 35, 'stabilizes': 35, 'mtu': 35, 'resists': 35, 'riser': 35, 'peppy': 35, 'uacute': 35, 'snail': 35, 'acoustical': 35, 'technicas': 35, 'gp': 35, 'nexstar': 35, 'instructs': 35, 'interoperability': 35, 'pptp': 35, 'doe': 35, 'intelligible': 35, 'bacon': 35, 'collapsing': 35, 'ety': 35, 'drugstore': 35, 'recognise': 35, 'apr': 35, 'calidad': 35, 'necklace': 35, 'overpowers': 35, 'palmone': 35, 'angular': 35, 'giggle': 35, 'corresponds': 35, 'precio': 35, 'slighly': 35, 'impede': 35, 'insensitive': 35, 'knuckle': 35, 'poorest': 35, 'retainer': 35, 'manifest': 35, 'ag': 35, 'otoh': 35, 'hyperfocal': 35, 'ostensibly': 35, 'uncertainty': 35, 'amateurish': 35, 'diehard': 35, 'snowball': 35, 'dev': 35, 'nhl': 35, 'portege': 35, 'bugging': 35, 'cali': 35, 'trs': 35, 'strategically': 35, 'thundering': 35, 'teamviewer': 35, 'asony': 35, 'acronym': 35, 'sdtv': 35, 'incompetence': 35, 'gpus': 35, 'turnpike': 35, 'ave': 35, 'whistler': 35, 'subtracted': 35, 'channelmaster': 35, 'fearing': 35, 'ubiquiti': 35, 'graphire': 35, 'ilc': 35, 'locker': 35, 'overcharging': 35, 'cradlepoint': 35, 'reflectivity': 35, 'hdpvr': 35, 'penultimate': 35, 'funai': 35, 'vw': 35, 'veho': 35, 'cznp': 35, 'swung': 34, 'wiggling': 34, 'tow': 34, 'tolerant': 34, 'bury': 34, 'str': 34, 'categorize': 34, 'wishful': 34, 'electromagnetic': 34, 'decoration': 34, 'squelch': 34, 'reimburse': 34, 'knox': 34, 'membrane': 34, 'sex': 34, 'imperative': 34, 'pinched': 34, 'beyerdynamics': 34, 'disapointment': 34, 'alway': 34, 'bricking': 34, 'keypress': 34, 'ds': 34, 'scheduler': 34, 'buena': 34, 'itinerary': 34, 'sightseeing': 34, 'smith': 34, 'justin': 34, 'catagory': 34, 'speechless': 34, 'foldout': 34, 'reachable': 34, 'nics': 34, 'denial': 34, 'glaringly': 34, 'youll': 34, 'craving': 34, 'mating': 34, 'accentuated': 34, 'midst': 34, 'apiece': 34, 'kaput': 34, 'fec': 34, 'arranging': 34, 'fp': 34, 'bane': 34, 'softens': 34, 'shutterbug': 34, 'atmospheric': 34, 'civilization': 34, 'instruct': 34, 'decisive': 34, 'costlier': 34, 'enticing': 34, 'overlooking': 34, 'recreation': 34, 'odometer': 34, 'sniper': 34, 'overcomes': 34, 'conservation': 34, 'sterling': 34, 'unfavorable': 34, 'futile': 34, 'blindingly': 34, 'racer': 34, 'marry': 34, 'swell': 34, 'handicapped': 34, 'pluck': 34, 'agrave': 34, 'flutter': 34, 'thinkpads': 34, 'administer': 34, 'termination': 34, 'gliding': 34, 'communicated': 34, 'village': 34, 'worm': 34, 'magnetized': 34, 'epoxy': 34, 'nitrus': 34, 'willingness': 34, 'prowess': 34, 'poop': 34, 'absolutley': 34, 'semester': 34, 'wirelss': 34, 'perusing': 34, 'admitting': 34, 'throttling': 34, 'proactive': 34, 'camer': 34, 'abort': 34, 'unequivocally': 34, 'outdone': 34, 'civic': 34, 'vietnam': 34, 'stabalization': 34, 'dissapoint': 34, 'mcintosh': 34, 'steeper': 34, 'dusting': 34, 'iptv': 34, 'choir': 34, 'sharpens': 34, 'sphere': 34, 'gob': 34, 'illogical': 34, 'overshadowed': 34, 'sinatra': 34, 'interacts': 34, 'indesign': 34, 'dlo': 34, 'reek': 34, 'quickness': 34, 'garnered': 34, 'fountain': 34, 'seperation': 34, 'disruptive': 34, 'gta': 34, 'splashtop': 34, 'wavy': 34, 'innovator': 34, 'imgburn': 34, 'lth': 34, 'ruggedized': 34, 'ux': 34, 'dysfunctional': 34, 'northeast': 34, 'disgust': 34, 'easel': 34, 'easter': 34, 'autoplay': 34, 'crisis': 34, 'inssider': 34, 'scsi': 34, 'jerkiness': 34, 'cinavia': 34, 'thegarmin': 34, 'clog': 34, 'reapply': 34, 'detrimental': 34, 'screamed': 34, 'sculpt': 34, 'therefor': 34, 'bitty': 34, 'replicated': 34, 'afp': 34, 'pixela': 34, 'iscsi': 34, 'resogun': 34, 'videostudio': 34, 'octa': 34, 'micromate': 34, 'cpxxxpfclcd': 34, 'wansview': 34, 'sagging': 33, 'gyro': 33, 'nonfunctional': 33, 'apologetic': 33, 'frustrates': 33, 'emi': 33, 'centering': 33, 'ericsson': 33, 'fort': 33, 'bald': 33, 'dorky': 33, 'dork': 33, 'hopped': 33, 'neodymium': 33, 'strait': 33, 'clash': 33, 'knot': 33, 'thesennheiser': 33, 'resonate': 33, 'preprogrammed': 33, 'powerstrip': 33, 'smoked': 33, 'fwd': 33, 'reprogramming': 33, 'doodle': 33, 'punctuation': 33, 'testify': 33, 'juggling': 33, 'survival': 33, 'boasting': 33, 'appalled': 33, 'ritual': 33, 'literal': 33, 'voted': 33, 'cite': 33, 'unfocused': 33, 'wakeup': 33, 'cramping': 33, 'terminates': 33, 'miniplug': 33, 'thou': 33, 'multicoated': 33, 'makeup': 33, 'foward': 33, 'spilling': 33, 'obnoxiously': 33, 'rationale': 33, 'lynksys': 33, 'steamer': 33, 'mcnally': 33, 'exploration': 33, 'futzing': 33, 'weirdness': 33, 'sewing': 33, 'sued': 33, 'malaysia': 33, 'acrylic': 33, 'surreal': 33, 'qualityi': 33, 'notifies': 33, 'connoisseur': 33, 'dodgy': 33, 'hsu': 33, 'wiggled': 33, 'fbi': 33, 'harddisk': 33, 'plunking': 33, 'hostile': 33, 'walled': 33, 'snagging': 33, 'capabilites': 33, 'hovers': 33, 'spiked': 33, 'pittsburgh': 33, 'deplete': 33, 'lament': 33, 'gripped': 33, 'fisher': 33, 'culture': 33, 'unreasonably': 33, 'leveled': 33, 'concession': 33, 'reused': 33, 'interconnect': 33, 'snowboarding': 33, 'upshot': 33, 'troubled': 33, 'fleeting': 33, 'oasis': 33, 'propeller': 33, 'affordably': 33, 'canalphones': 33, 'forge': 33, 'lotr': 33, 'inspecting': 33, 'rounder': 33, 'condenser': 33, 'vapor': 33, 'powerpoints': 33, 'ahem': 33, 'ridden': 33, 'yamahas': 33, 'zilch': 33, 'hierarchy': 33, 'mindset': 33, 'alogitech': 33, 'paradise': 33, 'avrs': 33, 'disruption': 33, 'yadda': 33, 'warfare': 33, 'hoo': 33, 'amping': 33, 'heatsinks': 33, 'jail': 33, 'chronic': 33, 'decorative': 33, 'freenas': 33, 'vtab': 33, 'lv': 33, 'cnbc': 33, 'meta': 33, 'tivohd': 33, 'slinging': 33, 'parity': 33, 'fluidity': 33, 'pico': 33, 'hopelessly': 33, 'redbox': 33, 'dynex': 33, 'clearchat': 33, 'candlelight': 33, 'cifs': 33, 'bionic': 33, 'overflow': 33, 'riddled': 33, 'compliance': 33, 'soc': 33, 'respectfully': 33, 'negated': 33, 'camers': 33, 'garish': 33, 'bootloader': 33, 'jvcs': 33, 'sdd': 33, 'travelstar': 33, 'pinkish': 33, 'phosphor': 33, 'abt': 33, 'shudder': 33, 'bla': 33, 'onetouch': 33, 'archer': 33, 'solemate': 33, 'alerting': 33, 'magellin': 33, 'fastpack': 33, 'audiohub': 33, 'zboost': 33, 'limitationsno': 33, 'invited': 32, 'refunding': 32, 'editorial': 32, 'fragility': 32, 'dedication': 32, 'wading': 32, 'stomp': 32, 'boomboxes': 32, 'overwhelms': 32, 'rivaled': 32, 'unassuming': 32, 'earmuff': 32, 'depicted': 32, 'edgy': 32, 'unuseable': 32, 'differentiator': 32, 'shortening': 32, 'tripled': 32, 'electrostatic': 32, 'alligator': 32, 'cliche': 32, 'amplitude': 32, 'strung': 32, 'dithering': 32, 'indexed': 32, 'videotape': 32, 'liberating': 32, 'uncanny': 32, 'donate': 32, 'ballpoint': 32, 'keyword': 32, 'smudgy': 32, 'reinserted': 32, 'unnaturally': 32, 'lod': 32, 'hotkey': 32, 'shatter': 32, 'chick': 32, 'intricacy': 32, 'observer': 32, 'mia': 32, 'diaper': 32, 'extremly': 32, 'accommodating': 32, 'trumpet': 32, 'li': 32, 'eyelash': 32, 'liar': 32, 'tread': 32, 'panamax': 32, 'downpour': 32, 'blender': 32, 'predictably': 32, 'barometer': 32, 'duper': 32, 'wretched': 32, 'invitation': 32, 'configurability': 32, 'harmful': 32, 'keyed': 32, 'reverting': 32, 'oversaturated': 32, 'gadgetry': 32, 'disengage': 32, 'forefront': 32, 'rambling': 32, 'advert': 32, 'maximal': 32, 'absorbed': 32, 'recieving': 32, 'guage': 32, 'neg': 32, 'digitizing': 32, 'adjunct': 32, 'inconveniently': 32, 'muck': 32, 'tweezer': 32, 'avis': 32, 'kitty': 32, 'luster': 32, 'heartache': 32, 'nonstandard': 32, 'meticulous': 32, 'tl': 32, 'xtrememac': 32, 'prefocus': 32, 'realplayer': 32, 'paw': 32, 'convient': 32, 'featherweight': 32, 'softball': 32, 'noisey': 32, 'enthusiastically': 32, 'unintelligible': 32, 'astoundingly': 32, 'hallmark': 32, 'slab': 32, 'stared': 32, 'stashed': 32, 'recovers': 32, 'advising': 32, 'outgrown': 32, 'doll': 32, 'walgreens': 32, 'mashing': 32, 'grasping': 32, 'youngest': 32, 'untested': 32, 'dect': 32, 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25, 'voting': 25, 'obligated': 25, 'mater': 25, 'matures': 25, 'thirdly': 25, 'wince': 25, 'dainty': 25, 'rafting': 25, 'sensibility': 25, 'tee': 25, 'replying': 25, 'maximizes': 25, 'pannel': 25, 'steadying': 25, 'astronomer': 25, 'apprehension': 25, 'sen': 25, 'solidity': 25, 'inwards': 25, 'creatively': 25, 'unfairly': 25, 'recycles': 25, 'photozone': 25, 'rink': 25, 'omitting': 25, 'distributes': 25, 'rejecting': 25, 'ummm': 25, 'ultraviolet': 25, 'unmarked': 25, 'deadly': 25, 'alto': 25, 'playground': 25, 'teamed': 25, 'falter': 25, 'sled': 25, 'zap': 25, 'patching': 25, 'knowingly': 25, 'intial': 25, 'sting': 25, 'nightlight': 25, 'wed': 25, 'dancer': 25, 'xi': 25, 'nestled': 25, 'risen': 25, 'competently': 25, 'thesigma': 25, 'np': 25, 'indistinct': 25, 'recalling': 25, 'muffling': 25, 'incomparable': 25, 'misgiving': 25, 'voil': 25, 'unpaved': 25, 'disassembly': 25, 'capitalize': 25, 'jamaica': 25, 'monsoon': 25, 'heresy': 25, 'instinctively': 25, 'rcas': 25, 'enveloping': 25, 'fused': 25, 'aiaf': 25, 'flagged': 25, 'openly': 25, 'pcx': 25, 'chimney': 25, 'neverlost': 25, 'amused': 25, 'hwy': 25, 'ufo': 25, 'jumbled': 25, 'mandate': 25, 'billy': 25, 'rew': 25, 'arduous': 25, 'constitutes': 25, 'token': 25, 'tragic': 25, 'dabbling': 25, 'flexed': 25, 'saint': 25, 'brisk': 25, 'webex': 25, 'reveiws': 25, 'heaviness': 25, 'purport': 25, 'oof': 25, 'puchased': 25, 'clocking': 25, 'proponent': 25, 'weatherproofing': 25, 'thanked': 25, 'kloss': 25, 'theamazonbasics': 25, 'interconnects': 25, 'mahler': 25, 'homebrew': 25, 'warrantied': 25, 'filler': 25, 'craig': 25, 'ramble': 25, 'glanced': 25, 'encodes': 25, 'cracker': 25, 'usecons': 25, 'shakey': 25, 'endured': 25, 'bigma': 25, 'boarder': 25, 'sweetest': 25, 'autorun': 25, 'periphery': 25, 'broadcasted': 25, 'altoids': 25, 'chaos': 25, 'attenuate': 25, 'nigh': 25, 'msconfig': 25, 'quaility': 25, 'andthe': 25, 'nomenclature': 25, 'innovate': 25, 'rewritable': 25, 'squeaky': 25, 'orleans': 25, 'entity': 25, 'consciously': 25, 'murder': 25, 'cried': 25, 'counterclockwise': 25, 'gravel': 25, 'unloading': 25, 'begged': 25, 'scrutiny': 25, 'reattached': 25, 'justifiable': 25, 'contracted': 25, 'dove': 25, 'cathode': 25, 'birdwatching': 25, 'minivan': 25, 'chipping': 25, 'anetgear': 25, 'scrubbing': 25, 'iweb': 25, 'hijack': 25, 'chaining': 25, 'coincidentally': 25, 'unrecognized': 25, 'mog': 25, 'oft': 25, 'efi': 25, 'gh': 25, 'lifeproof': 25, 'yelled': 25, 'militaryshield': 25, 'gasoline': 25, 'semblance': 25, 'correlate': 25, 'commenters': 25, 'reactivate': 25, 'pinball': 25, 'grading': 25, 'kidney': 25, 'keying': 25, 'dbi': 25, 'breathed': 25, 'dealership': 25, 'complainer': 25, 'onkyos': 25, 'ecc': 25, 'displeasure': 25, 'macrium': 25, 'bonjour': 25, 'jimmy': 25, 'skeleton': 25, 'autoiso': 25, 'syba': 25, 'vizios': 25, 'rebuffering': 25, 'misuse': 25, 'stature': 25, 'declining': 25, 'intimidate': 25, 'pata': 25, 'slc': 25, 'macair': 25, 'microvision': 25, 'cipa': 25, 'densely': 25, 'twisty': 25, 'discoverable': 25, 'spinpoint': 25, 'hiring': 25, 'occupying': 25, 'repartition': 25, 'systematic': 25, 'charlotte': 25, 'relocating': 25, 'stabalizer': 25, 'predator': 25, 'dlsrs': 25, 'narrative': 25, 'itty': 25, 'sii': 25, 'synopsis': 25, 'seduced': 25, 'earning': 25, 'ancillary': 25, 'legitimately': 25, 'ccc': 25, 'unamplified': 25, 'timewarner': 25, 'motorhome': 25, 'prerequisite': 25, 'corrective': 25, 'aio': 25, 'thelg': 25, 'optura': 25, 'sql': 25, 'accomplishing': 25, 'yn': 25, 'ptt': 25, 'sidewinder': 25, 'vet': 25, 'spen': 25, 'viewtv': 25, 'rocketfish': 25, 'pzd': 25, 'motionflow': 25, 'computational': 25, 'yuden': 25, 'radioshark': 25, 'xlink': 25, 'possibleaf': 25, 'distributing': 24, 'configs': 24, 'smitten': 24, 'debit': 24, 'phenomenally': 24, 'oodles': 24, 'incher': 24, 'tampa': 24, 'png': 24, 'superradio': 24, 'kmart': 24, 'weakened': 24, 'noisiest': 24, 'replacment': 24, 'negativity': 24, 'blistering': 24, 'ragged': 24, 'temper': 24, 'juicy': 24, 'replicator': 24, 'retailing': 24, 'dishwasher': 24, 'placebo': 24, 'pea': 24, 'tony': 24, 'obligatory': 24, 'corroded': 24, 'mtbf': 24, 'botched': 24, 'infomercial': 24, 'reinstallation': 24, 'victor': 24, 'differentiation': 24, 'imagemate': 24, 'surmise': 24, 'canoeing': 24, 'mushroom': 24, 'purchsed': 24, 'tasco': 24, 'agp': 24, 'althought': 24, 'airhead': 24, 'incline': 24, 'emotiva': 24, 'adjective': 24, 'sampler': 24, 'lumiquest': 24, 'limp': 24, 'obligation': 24, 'underperforming': 24, 'quitting': 24, 'bulging': 24, 'dat': 24, 'necessitated': 24, 'snatched': 24, 'coma': 24, 'boulder': 24, 'duller': 24, 'darkens': 24, 'splotch': 24, 'bluer': 24, 'filtration': 24, 'settop': 24, 'kt': 24, 'monument': 24, 'unreachable': 24, 'statue': 24, 'opensource': 24, 'ingenuity': 24, 'backcountry': 24, 'neater': 24, 'werent': 24, 'balky': 24, 'destruction': 24, 'rivet': 24, 'lightyears': 24, 'everyones': 24, 'biz': 24, 'tanu': 24, 'lust': 24, 'walker': 24, 'emulates': 24, 'nominally': 24, 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24, 'recommed': 24, 'retailed': 24, 'sage': 24, 'pnp': 24, 'partnered': 24, 'lf': 24, 'tryed': 24, 'misplacing': 24, 'unbearably': 24, 'surviving': 24, 'idol': 24, 'publicity': 24, 'contextual': 24, 'despair': 24, 'ml': 24, 'greek': 24, 'flipside': 24, 'chubby': 24, 'trolling': 24, 'regulate': 24, 'maneuvering': 24, 'tolerated': 24, 'eyed': 24, 'bloomberg': 24, 'unworkable': 24, 'misnomer': 24, 'pallet': 24, 'facto': 24, 'nay': 24, 'elitebook': 24, 'embraced': 24, 'thermometer': 24, 'overtone': 24, 'grudgingly': 24, 'nicd': 24, 'domke': 24, 'multieq': 24, 'repackaging': 24, 'unicode': 24, 'skyfire': 24, 'firesale': 24, 'defaulting': 24, 'frontier': 24, 'jsut': 24, 'neckband': 24, 'sys': 24, 'unmounted': 24, 'poker': 24, 'proclaimed': 24, 'quirkiness': 24, 'coordination': 24, 'cautioned': 24, 'munki': 24, 'intergrated': 24, 'onthe': 24, 'xfx': 24, 'powerlite': 24, 'autoscan': 24, 'proc': 24, 'mysamsung': 24, 'lumped': 24, 'passkey': 24, 'accused': 24, 'ascertain': 24, 'exe': 24, 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'reordered': 23, 'sideloaded': 23, 'crossword': 23, 'innocent': 23, 'kobo': 23, 'agreeing': 23, 'carryon': 23, 'bmp': 23, 'phil': 23, 'misfortune': 23, 'injection': 23, 'autoexposure': 23, 'unfolding': 23, 'quietness': 23, 'grape': 23, 'hearty': 23, 'thingies': 23, 'dissipated': 23, 'sterile': 23, 'dylan': 23, 'disintegrated': 23, 'persistence': 23, 'disrupting': 23, 'sleekest': 23, 'abusing': 23, 'squealing': 23, 'errant': 23, 'tuff': 23, 'handler': 23, 'whipping': 23, 'backround': 23, 'igo': 23, 'possessed': 23, 'identifier': 23, 'psyched': 23, 'sung': 23, 'axiom': 23, 'foobar': 23, 'recievers': 23, 'mississippi': 23, 'inspector': 23, 'riovolt': 23, 'estimating': 23, 'olympic': 23, 'wuzzy': 23, 'twitchy': 23, 'insanity': 23, 'unplanned': 23, 'stalk': 23, 'prom': 23, 'initiative': 23, 'hyperbole': 23, 'cfh': 23, 'shakiness': 23, 'forbidden': 23, 'moonlight': 23, 'camerasand': 23, 'picts': 23, 'rechecked': 23, 'rediscovered': 23, 'boredom': 23, 'murphy': 23, 'gecko': 23, 'wysiwyg': 23, 'headpiece': 23, 'rectilinear': 23, 'psd': 23, 'oustanding': 23, 'starsthe': 23, 'offended': 23, 'actualy': 23, 'ahold': 23, 'springing': 23, 'reinforces': 23, 'hyundai': 23, 'wpc': 23, 'regretfully': 23, 'jaguar': 23, 'printserver': 23, 'fanfare': 23, 'latching': 23, 'forking': 23, 'balked': 23, 'mdf': 23, 'muddier': 23, 'bark': 23, 'tothe': 23, 'sporty': 23, 'chagrin': 23, 'dong': 23, 'pawn': 23, 'mediaplayer': 23, 'clark': 23, 'sonata': 23, 'heartedly': 23, 'ruggedly': 23, 'prohibited': 23, 'mattress': 23, 'ultralight': 23, 'extravagant': 23, 'fave': 23, 'wayne': 23, 'cloudiness': 23, 'attentive': 23, 'xboxes': 23, 'proliferation': 23, 'firsthand': 23, 'assertion': 23, 'combiner': 23, 'delaying': 23, 'staticky': 23, 'bathtub': 23, 'defies': 23, 'funtion': 23, 'bashed': 23, 'precludes': 23, 'zapped': 23, 'frontal': 23, 'crayon': 23, 'squat': 23, 'donated': 23, 'sanctuary': 23, 'tractor': 23, 'prohibitively': 23, 'jumble': 23, 'jun': 23, 'tact': 23, 'pavillion': 23, 'hinted': 23, 'tickle': 23, 'cancun': 23, 'asinine': 23, 'grommet': 23, 'copier': 23, 'radial': 23, 'moody': 23, 'tu': 23, 'thickest': 23, 'irk': 23, 'rampant': 23, 'subsidiary': 23, 'maligned': 23, 'ratcheting': 23, 'nameless': 23, 'starry': 23, 'onecall': 23, 'tinnitus': 23, 'gaffer': 23, 'owl': 23, 'fatally': 23, 'softest': 23, 'angst': 23, 'gx': 23, 'strapping': 23, 'heavyweight': 23, 'pecking': 23, 'snes': 23, 'blurex': 23, 'crapping': 23, 'simulating': 23, 'transforming': 23, 'revamp': 23, 'baloney': 23, 'supper': 23, 'dinging': 23, 'involvement': 23, 'roadmap': 23, 'clipboard': 23, 'ruby': 23, 'harshly': 23, 'cyanogenmod': 23, 'confines': 23, 'overlaid': 23, 'stint': 23, 'repurchase': 23, 'backpac': 23, 'tempered': 23, 'bunched': 23, 'asmedia': 23, 'fingered': 23, 'hgtv': 23, 'calibrates': 23, 'dvorak': 23, 'trucking': 23, 'bsods': 23, 'xmp': 23, 'unscrambled': 23, 'goodreader': 23, 'luminous': 23, 'roadblock': 23, 'choral': 23, 'evfs': 23, 'resemblance': 23, 'miniaturized': 23, 'sandisc': 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'drobos': 23, 'adt': 23, 'slingboxes': 23, 'italk': 23, 'hsf': 23, 'riff': 23, 'qode': 23, 'kirabook': 23, 'creatives': 23, 'zvm': 23, 'selphy': 23, 'showbiz': 23, 'gameboard': 23, 'mefoto': 23, 'sauce': 22, 'revived': 22, 'mucking': 22, 'reasearch': 22, 'bookmarked': 22, 'classification': 22, 'gif': 22, 'antonio': 22, 'judicious': 22, 'invert': 22, 'newton': 22, 'duped': 22, 'pager': 22, 'tampered': 22, 'warping': 22, 'bazillion': 22, 'resonable': 22, 'wonderfull': 22, 'depict': 22, 'midranges': 22, 'desireable': 22, 'flatness': 22, 'illegible': 22, 'correlation': 22, 'etherfast': 22, 'beaming': 22, 'sleak': 22, 'overuse': 22, 'pogue': 22, 'pac': 22, 'gameboy': 22, 'continental': 22, 'transformation': 22, 'prized': 22, 'neutrality': 22, 'revolutionized': 22, 'lotus': 22, 'discipline': 22, 'apature': 22, 'eric': 22, 'photosmart': 22, 'accomodates': 22, 'paranoia': 22, 'hastily': 22, 'cyclist': 22, 'eachother': 22, 'innocuous': 22, 'ixus': 22, 'fuzzies': 22, 'extinct': 22, 'boggles': 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18, 'spared': 18, 'sonnet': 18, 'intermittant': 18, 'burdensome': 18, 'someway': 18, 'retake': 18, 'od': 18, 'totaly': 18, 'offend': 18, 'batery': 18, 'disagreement': 18, 'scaring': 18, 'steadiest': 18, 'lensfor': 18, 'underexposes': 18, 'ee': 18, 'puddle': 18, 'cokin': 18, 'grained': 18, 'cherish': 18, 'webtv': 18, 'smp': 18, 'hawaiian': 18, 'fotograf': 18, 'peque': 18, 'mindblowing': 18, 'tamrons': 18, 'rr': 18, 'flakiness': 18, 'dominance': 18, 'enticed': 18, 'earthlink': 18, 'disease': 18, 'woah': 18, 'woven': 18, 'moniter': 18, 'mainframe': 18, 'contradiction': 18, 'observable': 18, 'tentative': 18, 'wildest': 18, 'unecessary': 18, 'allegiance': 18, 'offender': 18, 'standardization': 18, 'deteriorating': 18, 'rout': 18, 'dotted': 18, 'preflash': 18, 'consent': 18, 'violent': 18, 'disengaged': 18, 'ugliest': 18, 'byproduct': 18, 'gunshot': 18, 'trilogy': 18, 'recession': 18, 'infront': 18, 'bookbag': 18, 'thrice': 18, 'tarnish': 18, 'cursed': 18, 'maxwell': 18, 'encompass': 18, 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18, 'supertooth': 18, 'signage': 18, 'bluescreens': 18, 'intensely': 18, 'daft': 18, 'deft': 18, 'slowish': 18, 'verbiage': 18, 'eartip': 18, 'unlabeled': 18, 'latched': 18, 'lenshood': 18, 'ohh': 18, 'condescending': 18, 'crunchyroll': 18, 'telo': 18, 'vz': 18, 'thai': 18, 'zfs': 18, 'gato': 18, 'computation': 18, 'radtech': 18, 'conservatively': 18, 'spectre': 18, 'emptying': 18, 'dunkin': 18, 'kiddy': 18, 'mustard': 18, 'softwarethe': 18, 'multicast': 18, 'vader': 18, 'remapping': 18, 'delicately': 18, 'operative': 18, 'spinner': 18, 'cameraman': 18, 'gib': 18, 'watchband': 18, 'mil': 18, 'diskpart': 18, 'unintentional': 18, 'gripper': 18, 'untethered': 18, 'installment': 18, 'intuition': 18, 'fuzzier': 18, 'ann': 18, 'tftp': 18, 'swirling': 18, 'diligently': 18, 'wizardry': 18, 'screech': 18, 'jaunt': 18, 'shanghai': 18, 'motivate': 18, 'obstructing': 18, 'xpro': 18, 'disjointed': 18, 'vann': 18, 'autowake': 18, 'undoing': 18, 'ambiguity': 18, 'overclockable': 18, 'logout': 18, 'stool': 18, 'opengl': 18, 'comprehension': 18, 'replayed': 18, 'mybooklive': 18, 'prejudice': 18, 'ringtones': 18, 'rpg': 18, 'foscams': 18, 'macosx': 18, 'ansel': 18, 'pogoplugs': 18, 'airstash': 18, 'deduce': 18, 'sham': 18, 'peru': 18, 'stylized': 18, 'torchlight': 18, 'quota': 18, 'maroon': 18, 'causal': 18, 'transend': 18, 'hurray': 18, 'chimp': 18, 'dynaudio': 18, 'adblock': 18, 'chronicle': 18, 'azimuth': 18, 'whispering': 18, 'deinterlacing': 18, 'hiyohiyocrystal': 18, 'draped': 18, 'tapeless': 18, 'rewriter': 18, 'svideo': 18, 'absorbent': 18, 'lepan': 18, 'zelda': 18, 'chronological': 18, 'intuitiveness': 18, 'sooooooo': 18, 'stoplight': 18, 'onion': 18, 'potrait': 18, 'borderland': 18, 'misrepresentation': 18, 'scarcely': 18, 'savor': 18, 'disposed': 18, 'classier': 18, 'superlux': 18, 'contemplate': 18, 'skinned': 18, 'psam': 18, 'goja': 18, 'fld': 18, 'detest': 18, 'npulse': 18, 'vektr': 18, 'tvguide': 18, 'blonde': 18, 'burger': 18, 'destroyer': 18, 'rnd': 18, 'slm': 18, 'emap': 18, 'pvp': 18, 'megellan': 18, 'tcpmp': 18, 'musicmonitor': 18, 'prxxxlcd': 18, 'touro': 18, 'succeeding': 17, 'professionalism': 17, 'disrespect': 17, 'zippier': 17, 'capacitative': 17, 'stoop': 17, 'geographical': 17, 'lessor': 17, 'usethe': 17, 'awry': 17, 'impervious': 17, 'palmpilot': 17, 'rfi': 17, 'snowflake': 17, 'hardcopy': 17, 'swr': 17, 'urged': 17, 'canister': 17, 'cu': 17, 'communist': 17, 'solace': 17, 'unmistakable': 17, 'banished': 17, 'hdcd': 17, 'protable': 17, 'broadly': 17, 'poison': 17, 'lamb': 17, 'netherlands': 17, 'sloped': 17, 'dumber': 17, 'corny': 17, 'stylii': 17, 'dope': 17, 'monochromatic': 17, 'reveiw': 17, 'ony': 17, 'reef': 17, 'formfactor': 17, 'unfolds': 17, 'factual': 17, 'monocular': 17, 'reimbursed': 17, 'primo': 17, 'ppoe': 17, 'bsd': 17, 'snooping': 17, 'airiness': 17, 'cascade': 17, 'palpable': 17, 'unanimous': 17, 'gene': 17, 'funk': 17, 'steely': 17, 'qualtiy': 17, 'pint': 17, 'jon': 17, 'appreciative': 17, 'plummeting': 17, 'drebel': 17, 'futher': 17, 'sailboat': 17, 'whipped': 17, 'fron': 17, 'cheezy': 17, 'baud': 17, 'expressly': 17, 'pkg': 17, 'hideously': 17, 'overpaying': 17, 'submission': 17, 'switchbox': 17, 'bejeweled': 17, 'founded': 17, 'nationwide': 17, 'remiss': 17, 'vacationing': 17, 'underscore': 17, 'raging': 17, 'deciphering': 17, 'ftm': 17, 'hm': 17, 'brow': 17, 'formation': 17, 'viao': 17, 'logictech': 17, 'steamed': 17, 'autorouting': 17, 'andrea': 17, 'sleazy': 17, 'changeover': 17, 'soundfield': 17, 'acces': 17, 'crapshoot': 17, 'daemon': 17, 'snaking': 17, 'compulsive': 17, 'gargantuan': 17, 'marveled': 17, 'campfire': 17, 'trivially': 17, 'nikkormat': 17, 'nailing': 17, 'buti': 17, 'misread': 17, 'sidarta': 17, 'skate': 17, 'uninspiring': 17, 'reinstalls': 17, 'dhl': 17, 'multimeter': 17, 'discerned': 17, 'td': 17, 'gprs': 17, 'loath': 17, 'indy': 17, 'perry': 17, 'perfer': 17, 'relive': 17, 'kp': 17, 'goggles': 17, 'localized': 17, 'riot': 17, 'asf': 17, 'vigorous': 17, 'breakin': 17, 'truest': 17, 'rotator': 17, 'confidential': 17, 'usuable': 17, 'pervious': 17, 'ghostly': 17, 'airplus': 17, 'humanity': 17, 'insofar': 17, 'mishandling': 17, 'piled': 17, 'plii': 17, 'regedit': 17, 'fresco': 17, 'overwriting': 17, 'busting': 17, 'medal': 17, 'weakens': 17, 'aha': 17, 'wordpress': 17, 'everest': 17, 'convection': 17, 'yepp': 17, 'aspiration': 17, 'zealand': 17, 'prepping': 17, 'equipo': 17, 'liken': 17, 'fewest': 17, 'facade': 17, 'totaled': 17, 'beholder': 17, 'worsened': 17, 'environs': 17, 'fri': 17, 'empirical': 17, 'propagation': 17, 'wwv': 17, 'ancestor': 17, 'rebadged': 17, 'seep': 17, 'goofed': 17, 'primus': 17, 'wharfedale': 17, 'senheisser': 17, 'peril': 17, 'thehp': 17, 'disingenuous': 17, 'realone': 17, 'drizzle': 17, 'unwind': 17, 'spectral': 17, 'crispest': 17, 'lucid': 17, 'alan': 17, 'claustrophobic': 17, 'radiohead': 17, 'piggy': 17, 'encompasses': 17, 'differance': 17, 'mpx': 17, 'chunkier': 17, 'offloading': 17, 'surefire': 17, 'sheetrock': 17, 'skyscraper': 17, 'lookin': 17, 'crutch': 17, 'contiguous': 17, 'luscious': 17, 'enya': 17, 'sentry': 17, 'mouseworks': 17, 'parfocal': 17, 'splurging': 17, 'funeral': 17, 'gaping': 17, 'stickiness': 17, 'radiate': 17, 'impart': 17, 'ferry': 17, 'afaik': 17, 'chemistry': 17, 'dockable': 17, 'inelegant': 17, 'shadowgun': 17, 'riptide': 17, 'symbian': 17, 'obviates': 17, 'lull': 17, 'myapple': 17, 'educator': 17, 'pleasently': 17, 'shinier': 17, 'iie': 17, 'hehe': 17, 'linda': 17, 'deceased': 17, 'shroud': 17, 'soley': 17, 'betrayed': 17, 'pertain': 17, 'microphoto': 17, 'layover': 17, 'adopting': 17, 'untouchable': 17, 'picker': 17, 'amplifi': 17, 'pcmag': 17, 'subaru': 17, 'lessening': 17, 'acquaintance': 17, 'revolves': 17, 'flippin': 17, 'qvga': 17, 'topology': 17, 'terse': 17, 'recalibrated': 17, 'ascent': 17, 'carriage': 17, 'bail': 17, 'audiotechnica': 17, 'quitecomfort': 17, 'tinniness': 17, 'journaling': 17, 'monetary': 17, 'academy': 17, 'mistaking': 17, 'layering': 17, 'uniqueness': 17, 'unviewable': 17, 'subtracting': 17, 'gbit': 17, 'dared': 17, 'goldberg': 17, 'flimsiness': 17, 'licking': 17, 'asynchronous': 17, 'gratitude': 17, 'emotionally': 17, 'urging': 17, 'rustling': 17, 'sataiii': 17, 'analogous': 17, 'amazonbasic': 17, 'portrayed': 17, 'signup': 17, 'wrecked': 17, 'indention': 17, 'cuda': 17, 'wring': 17, 'boutique': 17, 'ipearl': 17, 'daypack': 17, 'liberated': 17, 'glimmer': 17, 'thy': 17, 'mandated': 17, 'mn': 17, 'columbia': 17, 'strangest': 17, 'rg': 17, 'htpcs': 17, 'carte': 17, 'evaporated': 17, 'familiarizing': 17, 'onset': 17, 'bettered': 17, 'zmodo': 17, 'inflight': 17, 'newscast': 17, 'overpay': 17, 'replaying': 17, 'nissan': 17, 'neatest': 17, 'stub': 17, 'unzipping': 17, 'doodling': 17, 'artrage': 17, 'kde': 17, 'scrunched': 17, 'sld': 17, 'vmodas': 17, 'tainted': 17, 'thealtec': 17, 'esthetically': 17, 'canikon': 17, 'exchangeable': 17, 'seagull': 17, 'splashing': 17, 'metabones': 17, 'dn': 17, 'crashplan': 17, 'foveon': 17, 'terrabyte': 17, 'transcript': 17, 'mediafly': 17, 'accesible': 17, 'homegroup': 17, 'accentuates': 17, 'stardock': 17, 'waze': 17, 'complicates': 17, 'mountainous': 17, 'yelp': 17, 'edtv': 17, 'mixamp': 17, 'escalating': 17, 'marley': 17, 'oscillating': 17, 'beard': 17, 'stows': 17, 'aviator': 17, 'penetration': 17, 'unallocated': 17, 'multiroom': 17, 'trending': 17, 'bryce': 17, 'esxi': 17, 'constructive': 17, 'hatred': 17, 'congress': 17, 'volta': 17, 'turd': 17, 'subchannels': 17, 'iosafe': 17, 'volar': 17, 'milestone': 17, 'juddering': 17, 'camerai': 17, 'goodthe': 17, 'hibernating': 17, 'dental': 17, 'chasis': 17, 'headunit': 17, 'ing': 17, 'infinia': 17, 'titanic': 17, 'mgmt': 17, 'unsettling': 17, 'offpicture': 17, 'kung': 17, 'moviebacklight': 17, 'scrutinize': 17, 'bitterly': 17, 'enforce': 17, 'unwelcome': 17, 'silvery': 17, 'scoffed': 17, 'supremacy': 17, 'edr': 17, 'photostream': 17, 'speedily': 17, 'libreoffice': 17, 'tchaikovsky': 17, 'commended': 17, 'au': 17, 'dusted': 17, 'sideview': 17, 'repackage': 17, 'televison': 17, 'watercooling': 17, 'hight': 17, 'irish': 17, 'kool': 17, 'travesty': 17, 'sputter': 17, 'papyrus': 17, 'rover': 17, 'highspeed': 17, 'sneaker': 17, 'shoqbox': 17, 'conductive': 17, 'surrender': 17, 'realmente': 17, 'doughnut': 17, 'downmix': 17, 'zto': 17, 'apollo': 17, 'cursive': 17, 'christ': 17, 'nagoya': 17, 'ralph': 17, 'heron': 17, 'smartglass': 17, 'siggy': 17, 'ocosmo': 17, 'vrs': 17, 'airstor': 17, 'blvd': 17, 'chargeit': 17, 'ouya': 17, 'amanda': 17, 'atc': 17, 'precharged': 17, 'onedrive': 17, 'bogey': 17, 'sketchup': 17, 'glossiness': 17, 'transflash': 17, 'kameleon': 17, 'visable': 17, 'autofill': 17, 'beyondtv': 17, 'evdo': 17, 'hdslr': 17, 'diam': 17, 'usgs': 17, 'fireproof': 17, 'uvc': 17, 'theflip': 17, 'lightscoop': 17, 'nfinity': 17, 'welded': 16, 'stead': 16, 'smithsonian': 16, 'cookbook': 16, 'bendy': 16, 'sloooow': 16, 'gnome': 16, 'plopped': 16, 'qi': 16, 'allotted': 16, 'holmes': 16, 'cape': 16, 'chiefly': 16, 'rtf': 16, 'legibility': 16, 'collins': 16, 'scotland': 16, 'modeled': 16, 'handiest': 16, 'iiie': 16, 'recharable': 16, 'cricket': 16, 'juiced': 16, 'tubby': 16, 'chatty': 16, 'smeary': 16, 'pleasingly': 16, 'distracts': 16, 'bro': 16, 'trifle': 16, 'seperated': 16, 'princess': 16, 'assessing': 16, 'eighteen': 16, 'alac': 16, 'paraphrase': 16, 'packard': 16, 'smelling': 16, 'terrifically': 16, 'alliance': 16, 'seinfeld': 16, 'mintues': 16, 'eas': 16, 'circus': 16, 'ncaa': 16, 'impossibility': 16, 'catering': 16, 'funtionality': 16, 'simular': 16, 'twain': 16, 'housewife': 16, 'zagat': 16, 'outdid': 16, 'unstuck': 16, 'plaguing': 16, 'vpns': 16, 'ivory': 16, 'conveyed': 16, 'imitate': 16, 'asio': 16, 'indulge': 16, 'wristwatch': 16, 'apposed': 16, 'paintbrush': 16, 'pricewise': 16, 'stunk': 16, 'founder': 16, 'immaculate': 16, 'watertight': 16, 'lodged': 16, 'lunar': 16, 'aligns': 16, 'scree': 16, 'cbr': 16, 'finagling': 16, 'basicly': 16, 'appendage': 16, 'quandary': 16, 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'guidetouchscreen': 1, 'prontoedit': 1, 'timeslot': 1, 'squarepants': 1, 'sunbrowsing': 1, 'brightnesswe': 1, 'surprisngly': 1, 'alternativley': 1, 'tobilly': 1, 'trioor': 1, 'serenaded': 1, 'byromance': 1, 'violinbefore': 1, 'spinny': 1, 'smartdoctor': 1, 'silenti': 1, 'bottomthe': 1, 'rotationthe': 1, 'reliablyif': 1, 'crisco': 1, 'sego': 1, 'prorate': 1, 'modemstatus': 1, 'helpthis': 1, 'hzsignal': 1, 'dbdownstream': 1, 'hzranging': 1, 'successsignal': 1, 'unerrored': 1, 'wascisco': 1, 'speednet': 1, 'dodsis': 1, 'motr': 1, 'connectionattempt': 1, 'afterping': 1, 'msdownload': 1, 'mbpsretested': 1, 'baswed': 1, 'tort': 1, 'linesman': 1, 'whitesupports': 1, 'serviceconnect': 1, 'pcchange': 1, 'reviewgot': 1, 'presonally': 1, 'tgame': 1, 'mentime': 1, 'maded': 1, 'unfortunally': 1, 'astronomonical': 1, 'minium': 1, 'resorce': 1, 'editionstar': 1, 'devation': 1, 'complianed': 1, 'nicevga': 1, 'cardwindows': 1, 'fordesktop': 1, 'anywaywith': 1, 'ssdgame': 1, 'gbinside': 1, 'memoy': 1, 'costpros': 1, 'specspc': 1, 'ghzram': 1, 'overclockedoverall': 1, 'ubiquti': 1, 'unifis': 1, 'nanobridge': 1, 'microcom': 1, 'geekoid': 1, 'motar': 1, 'buttonsvizio': 1, 'networkswhich': 1, 'wollah': 1, 'autofind': 1, 'speakerphonebut': 1, 'opencontrols': 1, 'markedlong': 1, 'timeclear': 1, 'soundphone': 1, 'againwill': 1, 'askedwhat': 1, 'likevoice': 1, 'wellsometimes': 1, 'upruns': 1, 'welldespite': 1, 'tradfone': 1, 'usingplantronics': 1, 'probluetooth': 1, 'latestplantronics': 1})

# keep top 5000 tokens
tokens = [k for k,c in vocab.most_common(5000)]
print((tokens))

['camera', 'one', 'use', 'like', 'get', 'good', 'would', 'great', 'lens', 'work', 'time', 'also', 'quality', 'sound', 'even', 'well', 'much', 'really', 'better', 'tv', 'need', 'drive', 'video', 'using', 'make', 'device', 'thing', 'battery', 'screen', 'picture', 'could', 'still', 'want', 'problem', 'price', 'unit', 'take', 'review', 'used', 'back', 'product', 'feature', 'new', 'little', 'go', 'first', 'set', 'cable', 'way', 'computer', 'look', 'two', 'easy', 'buy', 'see', 'nice', 'light', 'best', 'case', 'usb', 'player', 'card', 'come', 'lot', 'year', 'speaker', 'button', 'bought', 'many', 'got', 'issue', 'image', 'without', 'software', 'system', 'day', 'canon', 'say', 'small', 'right', 'think', 'amazon', 'find', 'since', 'power', 'know', 'setting', 'window', 'around', 'tablet', 'bit', 'headphone', 'ca', 'mode', 'sony', 'far', 'router', 'photo', 'another', 'music', 'however', 'remote', 'may', 'hard', 'feel', 'enough', 'going', 'give', 'high', 'file', 'point', 'found', 'update', 'control', 'flash', 'love', 'though', 'pretty', 'never', 'size', 'something', 'keyboard', 'people', 'long', 'box', 'able', 'support', 'zoom', 'speed', 'le', 'sure', 'laptop', 'shot', 'excellent', 'old', 'model', 'hour', 'wireless', 'second', 'play', 'turn', 'looking', 'made', 'big', 'digital', 'home', 'phone', 'put', 'fast', 'read', 'hd', 'apple', 'movie', 'low', 'user', 'full', 'fine', 'every', 'seems', 'quite', 'star', 'keep', 'ipad', 'month', 'focus', 'ipod', 'getting', 'tried', 'different', 'recommend', 'audio', 'color', 'everything', 'pc', 'bad', 'actually', 'option', 'fit', 'port', 'dvd', 'almost', 'manual', 'radio', 'nikon', 'purchased', 'last', 'range', 'mouse', 'run', 'took', 'side', 'network', 'probably', 'end', 'try', 'version', 'perfect', 'might', 'wanted', 'money', 'display', 'life', 'hand', 'always', 'connection', 'pro', 'away', 'noise', 'mac', 'worth', 'easily', 'minute', 'several', 'setup', 'week', 'plug', 'performance', 'worked', 'happy', 'ever', 'touch', 'samsung', 'show', 'purchase', 'room', 'etc', 'let', 'shoot', 'anything', 'yet', 'internet', 'volume', 'said', 'thought', 'cost', 'available', 'change', 'service', 'experience', 'reason', 'channel', 'top', 'wo', 'hdmi', 'either', 'came', 'memory', 'signal', 'monitor', 'extra', 'difference', 'least', 'gps', 'especially', 'mean', 'menu', 'charge', 'start', 'bass', 'hold', 'help', 'design', 'working', 'clear', 'function', 'firmware', 'free', 'apps', 'ear', 'simple', 'instead', 'amazing', 'medium', 'adapter', 'large', 'already', 'app', 'cover', 'line', 'game', 'receiver', 'next', 'note', 'nothing', 'went', 'couple', 'key', 'program', 'lcd', 'store', 'fact', 'part', 'although', 'level', 'black', 'running', 'simply', 'switch', 'expensive', 'must', 'included', 'access', 'shooting', 'three', 'connect', 'plus', 'needed', 'left', 'tell', 'type', 'add', 'external', 'real', 'number', 'upgrade', 'place', 'compared', 'standard', 'close', 'watch', 'decided', 'others', 'open', 'overall', 'panasonic', 'cheap', 'sharp', 'buying', 'via', 'deal', 'antenna', 'maybe', 'front', 'result', 'machine', 'built', 'wifi', 'web', 'trying', 'customer', 'connected', 'test', 'iso', 'finally', 'install', 'definitely', 'sd', 'live', 'solid', 'faster', 'done', 'recording', 'highly', 'rather', 'data', 'bag', 'longer', 'seem', 'bluetooth', 'android', 'item', 'resolution', 'wide', 'slow', 'plastic', 'area', 'taking', 'input', 'return', 'short', 'kindle', 'logitech', 'reading', 'interface', 'view', 'cord', 'sensor', 'sometimes', 'expect', 'smaller', 'due', 'garmin', 'choice', 'call', 'brand', 'value', 'quick', 'course', 'decent', 'auto', 'yes', 'dslr', 'quickly', 'pocket', 'bright', 'hear', 'offer', 'kind', 'netflix', 'portable', 'iphone', 'charger', 'else', 'playing', 'unless', 'installed', 'map', 'awesome', 'anyone', 'pay', 'job', 'wish', 'ago', 'higher', 'car', 'body', 'cd', 'compact', 'larger', 'desktop', 'weight', 'allows', 'download', 'format', 'mount', 'ok', 'turned', 'heavy', 'stand', 'owned', 'house', 'u', 'pair', 'space', 'order', 'started', 'station', 'google', 'main', 'older', 'extremely', 'ability', 'bottom', 'slightly', 'often', 'inch', 'mine', 'bose', 'company', 'tripod', 'move', 'carry', 'received', 'record', 'poor', 'believe', 'comfortable', 'frame', 'important', 'foot', 'roku', 'making', 'optical', 'fan', 'perfectly', 'shutter', 'angle', 'replacement', 'storage', 'huge', 'instruction', 'seen', 'backup', 'wrong', 'useful', 'including', 'within', 'plugged', 'completely', 'half', 'build', 'us', 'save', 'piece', 'later', 'driver', 'replace', 'lack', 'similar', 'o', 'easier', 'original', 'mini', 'cool', 'previous', 'market', 'based', 'night', 'someone', 'stop', 'page', 'streaming', 'online', 'detail', 'head', 'warranty', 'white', 'asus', 'watching', 'expected', 'listening', 'true', 'gb', 'capability', 'kit', 'complaint', 'website', 'click', 'basic', 'site', 'output', 'tech', 'wall', 'book', 'check', 'mind', 'disc', 'glass', 'x', 'inside', 'disappointed', 'single', 'listen', 'hope', 'noticed', 'lower', 'name', 'fix', 'fantastic', 'taken', 'disk', 'gave', 'center', 'spend', 'allow', 'reviewer', 'designed', 'song', 'wait', 'friend', 'absolutely', 'given', 'impressed', 'matter', 'filter', 'transfer', 'voice', 'super', 'past', 'photography', 'along', 'rate', 'directly', 'macbook', 'looked', 'led', 'whole', 'called', 'guess', 'professional', 'application', 'hardware', 'fairly', 'stuff', 'content', 'difficult', 'press', 'pleased', 'usually', 'four', 'wife', 'consider', 'list', 'series', 'limited', 'except', 'trip', 'major', 'address', 'technology', 'load', 'improvement', 'email', 'possible', 'normal', 'idea', 'amount', 'returned', 'air', 'drop', 'fire', 'viewing', 'example', 'stereo', 'pick', 'exactly', 'local', 'ordered', 'plan', 'charging', 'comment', 'information', 'source', 'process', 'annoying', 'aperture', 'current', 'camcorder', 'rating', 'stay', 'cheaper', 'prefer', 'word', 'care', 'multiple', 'travel', 'notice', 'nearly', 'prime', 'step', 'hit', 'regular', 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'lip', 'setpoint', 'disney', 'recharged', 'adopter', 'pal', 'gizmo', 'ripping', 'riding', 'faith', 'prepare', 'configurable', 'behold', 'gtx', 'tegra', 'finest', 'understandable', 'impedance', 'pile', 'assure', 'capacitive', 'fight', 'luxury', 'sturdier', 'west', 'retired', 'subsequent', 'encourage', 'unbelievably', 'anticipated', 'mad', 'beam', 'grundig', 'kb', 'earned', 'upwards', 'leakage', 'isolate', 'streamer', 'notable', 'flipping', 'borrowed', 'contacting', 'envy', 'tho', 'sucker', 'wound', 'delayed', 'nd', 'griffin', 'teach', 'rotates', 'dec', 'pointless', 'subscribe', 'preserve', 'standpoint', 'waypoints', 'toslink', 'tonight', 'officially', 'permit', 'crisper', 'distort', 'ding', 'replay', 'nit', 'rubbery', 'struggling', 'shortest', 'cm', 'unwanted', 'al', 'isolating', 'preamp', 'artificial', 'creation', 'phantom', 'gathering', 'argument', 'archos', 'tour', 'observed', 'soccer', 'memorex', 'concerning', 'torn', 'exclusive', 'stepped', 'glaring', 'gentle', 'beside', 'appliance', 'innovation', 'dv', 'proud', 'scared', 'chassis', 'slingshot', 'staple', 'crippled', 'fingertip', 'partner', 'compelling', 'issued', 'loosen', 'firing', 'sector', 'otg', 'era', 'whats', 'holy', 'freeagent', 'counting', 'otterbox', 'rural', 'wild', 'award', 'jan', 'stroke', 'fish', 'mph', 'generated', 'rolled', 'fallen', 'discussed', 'nuisance', 'nonsense', 'thermal', 'overclock', 'superdrive', 'gladly', 'msrp', 'fuller', 'legend', 'european', 'narrowed', 'jelly', 'stud', 'mpeg', 'receives', 'yep', 'avoided', 'hall', 'convince', 'tunnel', 'maximize', 'redundant', 'havent', 'frozen', 'ev', 'legal', 'packet', 'faq', 'adhesive', 'codecs', 'introduction', 'flaky', 'fatal', 'cranking', 'histogram', 'realizing', 'downloadable', 'rap', 'magnesium', 'effortlessly', 'itrip', 'heos', 'challenged', 'inadvertently', 'membership', 'briefcase', 'expired', 'avoiding', 'jukebox', 'viable', 'launched', 'advertises', 'slimmer', 'scientific', 'uneven', 'waist', 'insanely', 'sdxc', 'eliminating', 'emphasis', 'rack', 'visiting', 'sharpening', 'cloning', 'copper', 'ping', 'zvox', 'foremost', 'stumbled', 'flipped', 'urge', 'remembered', 'terabyte', 'steve', 'claiming', 'disappears', 'signed', 'discrete', 'accomplished', 'separated', 'soap', 'username', 'purchaser', 'marvel', 'incoming', 'dealt', 'managing', 'tc', 'eats', 'represents', 'cellular', 'seeking', 'superzoom', 'streak', 'scary', 'wallpaper', 'seperate', 'facility', 'hotshoe', 'pickup', 'malfunction', 'classy', 'peaking', 'centered', 'unbeatable', 'investing', 'catching', 'drone', 'ergonomically', 'consists', 'painting', 'vixia', 'pre', 'baseball', 'ham', 'tuck', 'plethora', 'ill', 'contour', 'java', 'eyetv', 'ny', 'kindles', 'salt', 'increment', 'buddy', 'complexity', 'zire', 'vaio', 'mba', 'unpacked', 'flick', 'en', 'survived', 'relationship', 'intent', 'assembled', 'metallic', 'popup', 'energizer', 'approved', 'phono', 'tier', 'manipulate', 'tossed', 'vi', 'podcast', 'dropout', 'laggy', 'displayport', 'spyder', 'hardwired', 'internally', 'remembers', 'texas', 'rub', 'ge', 'repeating', 'remedy', 'context', 'coolest', 'spaced', 'backyard', 'spotify', 'geared', 'adapt', 'boast', 'developing', 'florida', 'punchy', 'spotty', 'overlay', 'compliant', 'integrate', 'threaded', 'cybershot', 'shall', 'archive', 'lined', 'cheapo', 'fi', 'khz', 'announcement', 'rechargeables', 'treated', 'platter', 'latency', 'divider', 'hollow', 'butt', 'launcher', 'laugh', 'discovery', 'approaching', 'dimmer', 'sunday', 'published', 'runner', 'spray', 'microusb', 'navigon', 'horror', 'po', 'bearing', 'adventure', 'scenery', 'thecanon', 'moisture', 'garmins', 'cutout', 'wmv', 'confirmation', 'obtained', 'proceeded', 'macbooks', 'treadmill', 'extraordinary', 'hue', 'unsure', 'promising', 'lo', 'maintaining']

# Function to save a text from this Notebook as a .txt file in the same directory. Saving text for later use.
def save_list(lines, filename):
    # convert lines to a single blob of text
    data = '\n'.join(lines)
    # open file
    file = open(filename, 'w')
    # write text
    file.write(data)
    # close file
    file.close()

# save tokens to a vocabulary file
save_list(tokens, 'vocab.txt')

# load doc into memory
def load_doc(filename):
    # open the file as read only
    file = open(filename, 'r')
    # read all text
    text = file.read()
    # close the file
    file.close()
    return text

# load the vocabulary
vocab = load_doc('vocab.txt')
vocab = vocab.split() # Split the content into a list of words like ['word1', 'word2']
# 'print(type(vocab))' returns '<class 'list'>'
print(vocab)

# vocab1 = set(vocab) #returns {'word1', 'word2'} but the order is changed
# 'print(type(vocab1))' returns '<class 'set'>'

['camera', 'one', 'use', 'like', 'get', 'good', 'would', 'great', 'lens', 'work', 'time', 'also', 'quality', 'sound', 'even', 'well', 'much', 'really', 'better', 'tv', 'need', 'drive', 'video', 'using', 'make', 'device', 'thing', 'battery', 'screen', 'picture', 'could', 'still', 'want', 'problem', 'price', 'unit', 'take', 'review', 'used', 'back', 'product', 'feature', 'new', 'little', 'go', 'first', 'set', 'cable', 'way', 'computer', 'look', 'two', 'easy', 'buy', 'see', 'nice', 'light', 'best', 'case', 'usb', 'player', 'card', 'come', 'lot', 'year', 'speaker', 'button', 'bought', 'many', 'got', 'issue', 'image', 'without', 'software', 'system', 'day', 'canon', 'say', 'small', 'right', 'think', 'amazon', 'find', 'since', 'power', 'know', 'setting', 'window', 'around', 'tablet', 'bit', 'headphone', 'ca', 'mode', 'sony', 'far', 'router', 'photo', 'another', 'music', 'however', 'remote', 'may', 'hard', 'feel', 'enough', 'going', 'give', 'high', 'file', 'point', 'found', 'update', 'control', 'flash', 'love', 'though', 'pretty', 'never', 'size', 'something', 'keyboard', 'people', 'long', 'box', 'able', 'support', 'zoom', 'speed', 'le', 'sure', 'laptop', 'shot', 'excellent', 'old', 'model', 'hour', 'wireless', 'second', 'play', 'turn', 'looking', 'made', 'big', 'digital', 'home', 'phone', 'put', 'fast', 'read', 'hd', 'apple', 'movie', 'low', 'user', 'full', 'fine', 'every', 'seems', 'quite', 'star', 'keep', 'ipad', 'month', 'focus', 'ipod', 'getting', 'tried', 'different', 'recommend', 'audio', 'color', 'everything', 'pc', 'bad', 'actually', 'option', 'fit', 'port', 'dvd', 'almost', 'manual', 'radio', 'nikon', 'purchased', 'last', 'range', 'mouse', 'run', 'took', 'side', 'network', 'probably', 'end', 'try', 'version', 'perfect', 'might', 'wanted', 'money', 'display', 'life', 'hand', 'always', 'connection', 'pro', 'away', 'noise', 'mac', 'worth', 'easily', 'minute', 'several', 'setup', 'week', 'plug', 'performance', 'worked', 'happy', 'ever', 'touch', 'samsung', 'show', 'purchase', 'room', 'etc', 'let', 'shoot', 'anything', 'yet', 'internet', 'volume', 'said', 'thought', 'cost', 'available', 'change', 'service', 'experience', 'reason', 'channel', 'top', 'wo', 'hdmi', 'either', 'came', 'memory', 'signal', 'monitor', 'extra', 'difference', 'least', 'gps', 'especially', 'mean', 'menu', 'charge', 'start', 'bass', 'hold', 'help', 'design', 'working', 'clear', 'function', 'firmware', 'free', 'apps', 'ear', 'simple', 'instead', 'amazing', 'medium', 'adapter', 'large', 'already', 'app', 'cover', 'line', 'game', 'receiver', 'next', 'note', 'nothing', 'went', 'couple', 'key', 'program', 'lcd', 'store', 'fact', 'part', 'although', 'level', 'black', 'running', 'simply', 'switch', 'expensive', 'must', 'included', 'access', 'shooting', 'three', 'connect', 'plus', 'needed', 'left', 'tell', 'type', 'add', 'external', 'real', 'number', 'upgrade', 'place', 'compared', 'standard', 'close', 'watch', 'decided', 'others', 'open', 'overall', 'panasonic', 'cheap', 'sharp', 'buying', 'via', 'deal', 'antenna', 'maybe', 'front', 'result', 'machine', 'built', 'wifi', 'web', 'trying', 'customer', 'connected', 'test', 'iso', 'finally', 'install', 'definitely', 'sd', 'live', 'solid', 'faster', 'done', 'recording', 'highly', 'rather', 'data', 'bag', 'longer', 'seem', 'bluetooth', 'android', 'item', 'resolution', 'wide', 'slow', 'plastic', 'area', 'taking', 'input', 'return', 'short', 'kindle', 'logitech', 'reading', 'interface', 'view', 'cord', 'sensor', 'sometimes', 'expect', 'smaller', 'due', 'garmin', 'choice', 'call', 'brand', 'value', 'quick', 'course', 'decent', 'auto', 'yes', 'dslr', 'quickly', 'pocket', 'bright', 'hear', 'offer', 'kind', 'netflix', 'portable', 'iphone', 'charger', 'else', 'playing', 'unless', 'installed', 'map', 'awesome', 'anyone', 'pay', 'job', 'wish', 'ago', 'higher', 'car', 'body', 'cd', 'compact', 'larger', 'desktop', 'weight', 'allows', 'download', 'format', 'mount', 'ok', 'turned', 'heavy', 'stand', 'owned', 'house', 'u', 'pair', 'space', 'order', 'started', 'station', 'google', 'main', 'older', 'extremely', 'ability', 'bottom', 'slightly', 'often', 'inch', 'mine', 'bose', 'company', 'tripod', 'move', 'carry', 'received', 'record', 'poor', 'believe', 'comfortable', 'frame', 'important', 'foot', 'roku', 'making', 'optical', 'fan', 'perfectly', 'shutter', 'angle', 'replacement', 'storage', 'huge', 'instruction', 'seen', 'backup', 'wrong', 'useful', 'including', 'within', 'plugged', 'completely', 'half', 'build', 'us', 'save', 'piece', 'later', 'driver', 'replace', 'lack', 'similar', 'o', 'easier', 'original', 'mini', 'cool', 'previous', 'market', 'based', 'night', 'someone', 'stop', 'page', 'streaming', 'online', 'detail', 'head', 'warranty', 'white', 'asus', 'watching', 'expected', 'listening', 'true', 'gb', 'capability', 'kit', 'complaint', 'website', 'click', 'basic', 'site', 'output', 'tech', 'wall', 'book', 'check', 'mind', 'disc', 'glass', 'x', 'inside', 'disappointed', 'single', 'listen', 'hope', 'noticed', 'lower', 'name', 'fix', 'fantastic', 'taken', 'disk', 'gave', 'center', 'spend', 'allow', 'reviewer', 'designed', 'song', 'wait', 'friend', 'absolutely', 'given', 'impressed', 'matter', 'filter', 'transfer', 'voice', 'super', 'past', 'photography', 'along', 'rate', 'directly', 'macbook', 'looked', 'led', 'whole', 'called', 'guess', 'professional', 'application', 'hardware', 'fairly', 'stuff', 'content', 'difficult', 'press', 'pleased', 'usually', 'four', 'wife', 'consider', 'list', 'series', 'limited', 'except', 'trip', 'major', 'address', 'technology', 'load', 'improvement', 'email', 'possible', 'normal', 'idea', 'amount', 'returned', 'air', 'drop', 'fire', 'viewing', 'example', 'stereo', 'pick', 'exactly', 'local', 'ordered', 'plan', 'charging', 'comment', 'information', 'source', 'process', 'annoying', 'aperture', 'current', 'camcorder', 'rating', 'stay', 'cheaper', 'prefer', 'word', 'care', 'multiple', 'travel', 'notice', 'nearly', 'prime', 'step', 'hit', 'regular', 'understand', 'added', 'handle', 'modem', 'strap', 'blue', 'wire', 'eye', 'today', 'loud', 'coming', 'considering', 'world', 'macro', 'office', 'write', 'outside', 'additional', 'package', 'server', 'photographer', 'opinion', 'microsoft', 'length', 'seemed', 'automatically', 'beat', 'stick', 'solution', 'adjust', 'fun', 'favorite', 'fully', 'search', 'leave', 'bar', 'tiny', 'send', 'told', 'headset', 'immediately', 'person', 'provide', 'recently', 'soon', 'near', 'ready', 'mostly', 'comparison', 'situation', 'bigger', 'anyway', 'internal', 'otherwise', 'various', 'recommended', 'smart', 'finger', 'figure', 'mentioned', 'latest', 'heard', 'average', 'tested', 'smooth', 'negative', 'itunes', 'raw', 'produce', 'choose', 'browser', 'beautiful', 'copy', 'moving', 'slot', 'tivo', 'processor', 'subject', 'effect', 'surface', 'connector', 'edge', 'onto', 'research', 'tab', 'class', 'slr', 'paid', 'compare', 'unfortunately', 'minor', 'family', 'default', 'addition', 'jack', 'route', 'per', 'likely', 'component', 'shipping', 'dark', 'ram', 'grip', 'equipment', 'contrast', 'ethernet', 'purpose', 'stream', 'base', 'certainly', 'pad', 'term', 'attached', 'af', 'plenty', 'direction', 'spent', 'lock', 'wonderful', 'perhaps', 'condition', 'replaced', 'basically', 'dollar', 'track', 'accurate', 'select', 'error', 'everyone', 'whether', 'lost', 'band', 'five', 'location', 'red', 'entire', 'manufacturer', 'viewfinder', 'wd', 'advantage', 'con', 'clean', 'fixed', 'somewhat', 'across', 'portrait', 'distance', 'ii', 'factor', 'account', 'buck', 'print', 'background', 'road', 'remove', 'response', 'played', 'clip', 'reader', 'compatible', 'exposure', 'sent', 'none', 'accessory', 'trouble', 'future', 'linksys', 'enjoy', 'hdtv', 'installation', 'strong', 'youtube', 'surprised', 'forward', 'kid', 'remember', 'thinking', 'seagate', 'mention', 'flat', 'twice', 'truly', 'ring', 'please', 'saw', 'useless', 'focusing', 'requires', 'liked', 'sort', 'lighting', 'currently', 'pixel', 'ssd', 'palm', 'film', 'micro', 'fm', 'third', 'corner', 'metal', 'olympus', 'certain', 'glad', 'position', 'rest', 'properly', 'serious', 'cause', 'updated', 'soft', 'panel', 'gaming', 'appears', 'felt', 'newer', 'traffic', 'dock', 'dead', 'improved', 'release', 'wow', 'behind', 'wheel', 'thin', 'functionality', 'amp', 'spot', 'question', 'sold', 'together', 'break', 'provides', 'adjustment', 'worse', 'whatever', 'street', 'cut', 'quiet', 'guy', 'saying', 'lg', 'learn', 'provided', 'pack', 'unlike', 'reception', 'boot', 'playback', 'field', 'giving', 'totally', 'capacity', 'hooked', 'generation', 'state', 'anywhere', 'kept', 'folder', 'brightness', 'separate', 'general', 'push', 'scene', 'mile', 'supposed', 'fall', 'become', 'hot', 'relatively', 'capture', 'chance', 'pen', 'clearly', 'wired', 'netgear', 'share', 'pic', 'handy', 'dell', 'face', 'cell', 'reset', 'motion', 'xp', 'pop', 'sharpness', 'hp', 'link', 'business', 'ip', 'reliable', 'tool', 'crisp', 'toshiba', 'require', 'include', 'purchasing', 'balance', 'spec', 'graphic', 'hub', 'waiting', 'miss', 'missing', 'surround', 'changed', 'creative', 'complete', 'consumer', 'focal', 'plasma', 'impressive', 'xbox', 'manually', 'knew', 'particular', 'outstanding', 'nicely', 'l', 'dial', 'galaxy', 'post', 'scroll', 'actual', 'flip', 'nexus', 'wear', 'holding', 'sigma', 'required', 'frequency', 'superior', 'arrived', 'material', 'correct', 'form', 'television', 'create', 'capable', 'theater', 'stabilization', 'satellite', 'upgraded', 'total', 'sell', 'personal', 'intuitive', 'security', 'writing', 'terrible', 'despite', 'lose', 'worry', 'na', 'gone', 'pull', 'sturdy', 'period', 'flaw', 'v', 'satisfied', 'advanced', 'stopped', 'straight', 'noticeable', 'powerful', 'failed', 'sandisk', 'protection', 'action', 'special', 'supply', 'protector', 'sync', 'text', 'recorder', 'dropped', 'advertised', 'figured', 'ended', 'configuration', 'tip', 'mark', 'earbuds', 'avoid', 'indoor', 'dual', 'screw', 'helpful', 'ease', 'powered', 'initial', 'hook', 'carrying', 'editing', 'turning', 'direct', 'lag', 'clarity', 'positive', 'info', 'lighter', 'biggest', 'dvr', 'forget', 'autofocus', 'guide', 'tuner', 'incredible', 'tomtom', 'obviously', 'desk', 'operating', 'zune', 'hundred', 'party', 'aa', 'microphone', 'password', 'technical', 'cpu', 'charged', 'fuji', 'ask', 'match', 'downloaded', 'includes', 'owner', 'middle', 'bring', 'printer', 'stock', 'depending', 'earphone', 'defective', 'suggest', 'rock', 'personally', 'n', 'distortion', 'green', 'extreme', 'sale', 'moment', 'weather', 'priced', 'convenient', 'specific', 'sense', 'tape', 'gotten', 'waste', 'ton', 'reach', 'learning', 'style', 'cap', 'following', 'repair', 'claim', 'netbook', 'inexpensive', 'thus', 'necessary', 'hate', 'apparently', 'sub', 'bother', 'sport', 'ran', 'expectation', 'reasonable', 'decision', 'date', 'superb', 'thanks', 'icon', 'picked', 'generally', 'contact', 'pain', 'eventually', 'landscape', 'sleep', 'changing', 'luck', 'living', 'ac', 'sitting', 'horrible', 'thumb', 'limit', 'connecting', 'rubber', 'beyond', 'putting', 'aware', 'automatic', 'oh', 'message', 'slower', 'notebook', 'okay', 'happen', 'intel', 'nuvi', 'depth', 'tight', 'returning', 'controller', 'water', 'report', 'imagine', 'common', 'code', 'dont', 'increase', 'talk', 'imac', 'b', 'subwoofer', 'constantly', 'stylus', 'outlet', 'typing', 'electronics', 'alone', 'extended', 'slight', 'doubt', 'paper', 'mobile', 'aspect', 'harmony', 'testing', 'mic', 'edit', 'slide', 'forum', 'keeping', 'experienced', 'degree', 'construction', 'alternative', 'installing', 'rear', 'vista', 'asked', 'chose', 'mounted', 'door', 'acer', 'driving', 'rebel', 'appear', 'packaging', 'lightweight', 'sennheiser', 'electronic', 'command', 'placed', 'happened', 'upon', 'answer', 'fill', 'flawlessly', 'projector', 'honestly', 'barely', 'realize', 'max', 'core', 'seeing', 'particularly', 'nano', 'sounded', 'dedicated', 'linux', 'operation', 'fair', 'decide', 'finding', 'fault', 'dust', 'analog', 'snap', 'loved', 'stuck', 'benefit', 'loaded', 'leather', 'earlier', 'folk', 'known', 'double', 'selling', 'processing', 'enter', 'hood', 'budget', 'finish', 'concern', 'hoping', 'talking', 'worst', 'responsive', 'selection', 'adequate', 'weak', 'held', 'city', 'happens', 'early', 'junk', 'limitation', 'board', 'significant', 'strength', 'sit', 'feeling', 'improve', 'deep', 'receive', 'paying', 'combination', 'moved', 'perform', 'studio', 'warning', 'news', 'shut', 'ray', 'usage', 'scratch', 'primary', 'rechargeable', 'onkyo', 'continue', 'typical', 'event', 'closed', 'concerned', 'careful', 'starting', 'stable', 'surprisingly', 'premium', 'initially', 'mainly', 'wonder', 'switching', 'win', 'maximum', 'hopefully', 'released', 'surprise', 'protect', 'floor', 'usable', 'died', 'ahead', 'heat', 'gear', 'custom', 'previously', 'library', 'p', 'block', 'adding', 'indoors', 'ups', 'opened', 'comparing', 'natural', 'cloud', 'recorded', 'impossible', 'bug', 'acceptable', 'rated', 'seriously', 'sensitive', 'bud', 'bulky', 'offered', 'object', 'gift', 'expecting', 'follow', 'prior', 'telephoto', 'collection', 'regret', 'chromebook', 'tamron', 'incredibly', 'photoshop', 'extension', 'spending', 'utility', 'chip', 'document', 'significantly', 'tend', 'obvious', 'operate', 'recent', 'normally', 'saved', 'environment', 'factory', 'potential', 'comfort', 'listed', 'mounting', 'complain', 'spare', 'secure', 'vr', 'failure', 'correctly', 'task', 'throw', 'table', 'navigation', 'removed', 'literally', 'loose', 'description', 'chrome', 'frustrating', 'ultra', 'impression', 'attach', 'navigate', 'browsing', 'bedroom', 'saving', 'sata', 'quot', 'section', 'blow', 'opening', 'mm', 'realized', 'detailed', 'magellan', 'walk', 'rca', 'cam', 'outdoor', 'heavier', 'stated', 'profile', 'clock', 'daily', 'mp', 'disappointing', 'showed', 'comcast', 'friendly', 'equivalent', 'alarm', 'becomes', 'six', 'considered', 'dynamic', 'reduction', 'comparable', 'functional', 'begin', 'album', 'present', 'sized', 'burn', 'belkin', 'broken', 'delay', 'pas', 'sorry', 'intended', 'sleek', 'bridge', 'interested', 'noted', 'gig', 'anymore', 'final', 'kodak', 'fail', 'exact', 'bunch', 'active', 'title', 'discovered', 'upload', 'g', 'universal', 'instant', 'ideal', 'recognize', 'learned', 'willing', 'crop', 'tone', 'mistake', 'compartment', 'connectivity', 'variety', 'treble', 'skip', 'hole', 'written', 'shipped', 'broke', 'airport', 'reasonably', 'supported', 'audiophile', 'io', 'frequently', 'drawback', 'broadcast', 'recognized', 'agree', 'meant', 'buyer', 'story', 'performs', 'zero', 'pentax', 'supplied', 'primarily', 'leaf', 'pandora', 'sharper', 'refund', 'checked', 'durable', 'gadget', 'delete', 'force', 'appreciate', 'closer', 'ship', 'physical', 'sounding', 'attempt', 'showing', 'entry', 'loss', 'static', 'ghz', 'trust', 'therefore', 'reboot', 'lacking', 'hassle', 'christmas', 'originally', 'neither', 'highest', 'warm', 'switched', 'slim', 'classic', 'touchpad', 'rarely', 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'dns', 'tomorrow', 'settle', 'muffled', 'downstairs', 'isos', 'neighborhood', 'named', 'september', 'hack', 'twenty', 'solar', 'applies', 'lame', 'stutter', 'transport', 'edited', 'uhf', 'matching', 'reconnect', 'structure', 'pilot', 'brain', 'suffers', 'communicate', 'norton', 'manfrotto', 'backlighting', 'registration', 'genuine', 'warn', 'unknown', 'gamers', 'tempted', 'occurs', 'blaster', 'wdtv', 'young', 'aging', 'defeat', 'defined', 'alkaline', 'marantz', 'aspire', 'writer', 'stack', 'characteristic', 'slave', 'fluid', 'buzz', 'grow', 'permanent', 'prove', 'jam', 'changer', 'dialog', 'ink', 'severe', 'fuss', 'flush', 'iconia', 'ample', 'useable', 'sunset', 'ftp', 'uninstall', 'rendition', 'tendency', 'spoken', 'rent', 'stolen', 'htc', 'spoiled', 'hookup', 'tungsten', 'panning', 'aftermarket', 'satisfy', 'glow', 'mohu', 'readable', 'countless', 'perfection', 'corel', 'segment', 'razor', 'attribute', 'fn', 'resulted', 'protecting', 'reservation', 'approx', 'psu', 'messed', 'lite', 'explore', 'yr', 'composition', 'leak', 'yield', 'overheating', 'revolution', 'protocol', 'bullet', 'intensive', 'heft', 'tedious', 'interfere', 'agreed', 'phillips', 're', 'messenger', 'verified', 'booting', 'intermittent', 'blog', 'rio', 'leading', 'everytime', 'indicating', 'configuring', 'animal', 'folio', 'steel', 'contrary', 'resetting', 'cartridge', 'xl', 'nearest', 'expandable', 'logged', 'reflect', 'lineup', 'ssds', 'casio', 'hesitation', 'brown', 'challenging', 'club', 'assigned', 'detachable', 'mileage', 'ordinary', 'outage', 'crowd', 'writes', 'erase', 'warner', 'daytime', 'chair', 'scheme', 'technica', 'handful', 'unstable', 'tele', 'vhf', 'receipt', 'planet', 'estimate', 'ipaq', 'bookmark', 'cleaned', 'fisheye', 'certified', 'cracked', 'symbol', 'offline', 'bracketing', 'presence', 'study', 'avail', 'clamp', 'border', 'unexpected', 'folding', 'reinstall', 'identify', 'voip', 'paste', 'subtitle', 'webpage', 'delighted', 'terk', 'fyi', 'phase', 'networked', 'disaster', 'affected', 'tapping', 'fixing', 'lossless', 'complement', 'electric', 'legacy', 'suggests', 'growing', 'bummer', 'pod', 'answered', 'nervous', 'attic', 'prompted', 'blind', 'kinect', 'touched', 'sends', 'inconsistent', 'brainer', 'dramatic', 'shutting', 'fired', 'gauge', 'dull', 'cardboard', 'booklet', 'eliminated', 'forcing', 'accomplish', 'knocked', 'overcome', 'prosumer', 'tied', 'saturated', 'joystick', 'throwing', 'lanyard', 'detects', 'bloatware', 'meg', 'snugly', 'satisfaction', 'blazing', 'peak', 'insane', 'smudge', 'responded', 'hefty', 'lugging', 'develop', 'demanding', 'nokia', 'rolling', 'prop', 'blend', 'removal', 'plantronics', 'suffice', 'buzzing', 'enclosed', 'fiber', 'amazonbasics', 'grown', 'oddly', 'overwhelming', 'surrounding', 'obtain', 'positioning', 'flickr', 'minimize', 'colorful', 'voila', 'father', 'delicate', 'eliminates', 'opera', 'spreadsheet', 'revision', 'electricity', 'parameter', 'tile', 'spite', 'terminal', 'slightest', 'jabra', 'upconverting', 'avid', 'triple', 'anker', 'strictly', 'king', 'dealer', 'audiophiles', 'flac', 'measurement', 'moderately', 'venue', 'aim', 'booster', 'invested', 'cigarette', 'lately', 'newly', 'scope', 'workaround', 'independent', 'criterion', 'smartphones', 'pitch', 'occurred', 'plex', 'implemented', 'horizontally', 'scratching', 'presented', 'downgrade', 'unobtrusive', 'reaching', 'memo', 'fiddle', 'diameter', 'compose', 'rewind', 'escort', 'modify', 'kudos', 'goodness', 'girlfriend', 'deleting', 'clutter', 'hero', 'disagree', 'longest', 'dance', 'dependent', 'ice', 'bulkier', 'travelling', 'hobbyist', 'refer', 'opt', 'photographing', 'queue', 'rotation', 'experimenting', 'specially', 'wrapped', 'vx', 'cowon', 'latch', 'swing', 'nose', 'disappear', 'accidental', 'reporting', 'distinct', 'longevity', 'improving', 'se', 'softness', 'arc', 'fiio', 'monday', 'necessity', 'ic', 'conflict', 'ocz', 'calculator', 'drum', 'achieved', 'url', 'customized', 'rattle', 'nonetheless', 'fooled', 'worrying', 'police', 'mighty', 'noting', 'clever', 'xm', 'solves', 'suffered', 'boombox', 'density', 'revue', 'parking', 'aka', 'docsis', 'adult', 'swapped', 'sister', 'crashing', 'boomy', 'widest', 'consuming', 'overhead', 'solely', 'contain', 'mere', 'fade', 'exists', 'organize', 'linked', 'questionable', 'authorized', 'bean', 'expose', 'varying', 'incorrect', 'blah', 'upconversion', 'girl', 'relief', 'costly', 'ownership', 'league', 'grid', 'exchanged', 'mk', 'multitasking', 'excels', 'reproduce', 'generous', 'offset', 'jumping', 'verbatim', 'abc', 'reflective', 'representative', 'wpa', 'relevant', 'z', 'mesh', 'helping', 'xbmc', 'etymotic', 'objective', 'polarizer', 'gun', 'ultrabook', 'bolt', 'accepts', 'unlock', 'lasting', 'definately', 'scanning', 'carbon', 'optically', 'bb', 'overseas', 'brushed', 'inclined', 'breath', 'oly', 'ebooks', 'hill', 'secret', 'recommending', 'etrex', 'zippered', 'que', 'ignored', 'quirky', 'privacy', 'operated', 'vega', 'trusty', 'discomfort', 'signature', 'bent', 'availability', 'usefulness', 'typed', 'interval', 'race', 'teleconverter', 'vado', 'february', 'thumbnail', 'nintendo', 'crackle', 'meantime', 'bottle', 'mino', 'conference', 'pb', 'panoramic', 'lacked', 'topo', 'livescribe', 'accent', 'flicker', 'severely', 'incompatible', 'ruined', 'aimed', 'hitachi', 'poster', 'national', 'exciting', 'lighted', 'automated', 'confusion', 'marginal', 'inserting', 'bumped', 'projection', 'warmer', 'creep', 'dropbox', 'enjoyment', 'rechargable', 'astounding', 'disposable', 'snapped', 'newbie', 'pathetic', 'aforementioned', 'swapping', 'stood', 'fry', 'duplicate', 'fed', 'engineered', 'dying', 'esp', 'marginally', 'loyal', 'progressive', 'exceed', 'innovative', 'glue', 'lengthy', 'discharge', 'ff', 'vc', 'isnt', 'unlikely', 'owns', 'stink', 'champ', 'variation', 'thinkpad', 'shipment', 'geocaching', 'camp', 'inaccurate', 'synch', 'framing', 'miracle', 'config', 'accordingly', 'evident', 'polished', 'speakerphone', 'acting', 'unresponsive', 'void', 'visually', 'contract', 'corporate', 'upright', 'percentage', 'aid', 'lean', 'passing', 'macintosh', 'broadcasting', 'inadequate', 'nowadays', 'stitching', 'responding', 'responds', 'invisible', 'documented', 'styling', 'gently', 'rendered', 'acquire', 'liquid', 'pronounced', 'assured', 'k', 'responsiveness', 'tweeter', 'degradation', 'asleep', 'dpi', 'cry', 'india', 'closet', 'dragging', 'sealing', 'debating', 'quicktime', 'eneloop', 'vice', 'agent', 'thorough', 'remained', 'preloaded', 'fox', 'slows', 'selector', 'fuze', 'restarted', 'installer', 'unfamiliar', 'survive', 'valid', 'dre', 'quibble', 'audyssey', 'fatigue', 'synced', 'harddrive', 'precisely', 'lazy', 'purely', 'faint', 'screwdriver', 'weaker', 'boston', 'nine', 'qos', 'fusion', 'dropcam', 'argue', 'refurb', 'blurring', 'reaction', 'logging', 'richer', 'pi', 'sounddock', 'concrete', 'lady', 'contained', 'ion', 'traveler', 'telescope', 'blade', 'ebook', 'boring', 'requested', 'sand', 'hip', 'microfiber', 'corrupted', 'tradeoff', 'silicon', 'pix', 'buried', 'wb', 'hauppauge', 'shaking', 'routine', 'expanded', 'tint', 'restriction', 'directed', 'heaven', 'timing', 'winter', 'comprehensive', 'mics', 'cruzer', 'tighten', 'sleeping', 'bat', 'continually', 'sick', 'disappeared', 'precious', 'chore', 'standalone', 'deserve', 'workstation', 'niche', 'articulating', 'advertisement', 'oriented', 'bleeding', 'bypass', 'cox', 'scheduled', 'advertise', 'puppy', 'understood', 'pass', 'docked', 'column', 'intersection', 'hbo', 'chromebooks', 'evo', 'widely', 'operator', 'crowded', 'prong', 'illuminated', 'avatar', 'sake', 'slippery', 'moreover', 'workhorse', 'qwerty', 'tweaked', 'reciever', 'exr', 'dated', 'rocker', 'dimming', 'rhapsody', 'chest', 'motorcycle', 'respectable', 'sequential', 'oled', 'paperwhite', 'audiobooks', 'sonic', 'inherent', 'readynas', 'patriot', 'embedded', 'dissapointed', 'aesthetically', 'recommends', 'ooma', 'speedlite', 'el', 'medialink', 'carrier', 'alive', 'resting', 'intense', 'export', 'sporting', 'sp', 'interstate', 'digic', 'aac', 'mod', 'com', 'temporarily', 'noticable', 'musician', 'dependable', 'saturday', 'cyberpower', 'modified', 'knowledgeable', 'jean', 'dj', 'out', 'join', 'ia', 'dialogue', 'bound', 'painfully', 'cramped', 'handwriting', 'grill', 'stationary', 'eyepiece', 'crossover', 'nuance', 'nasty', 'trusted', 'override', 'darkness', 'sink', 'fifty', 'groove', 'neoprene', 'muted', 'cc', 'conveniently', 'floating', 'releasing', 'estimated', 'trendnet', 'commonly', 'seek', 'ya', 'sr', 'tighter', 'cranked', 'sirius', 'ihome', 'employee', 'oz', 'neatly', 'architecture', 'discus', 'hat', 'sacd', 'nylon', 'corded', 'branded', 'marketed', 'utterly', 'killed', 'filtering', 'quote', 'textured', 'skipped', 'bestbuy', 'canada', 'cbs', 'lecture', 'powerpoint', 'sideways', 'ecosystem', 'silence', 'remind', 'alright', 'pvr', 'encoded', 'commute', 'coat', 'caller', 'drill', 'efficiency', 'isolated', 'curved', 'scream', 'bouncing', 'ttl', 'candid', 'qc', 'lightly', 'jerky', 'nc', 'twitter', 'honor', 'japanese', 'noticing', 'adequately', 'ranging', 'rented', 'professionally', 'strobe', 'angled', 'presumably', 'involves', 'fellow', 'individually', 'horribly', 'rush', 'conjunction', 'snapping', 'afterwards', 'secondly', 'roadmate', 'lowered', 'notably', 'assistance', 'pump', 'msn', 'shaky', 'desirable', 'dud', 'closure', 'arrangement', 'insurance', 'bic', 'script', 'guidance', 'refined', 'feb', 'gallery', 'algorithm', 'tilting', 'lake', 'syncs', 'collar', 'wps', 'joint', 'mouth', 'ibm', 'iems', 'flagship', 'maintenance', 'evaluate', 'auxiliary', 'modification', 'thirty', 'foreign', 'accepted', 'acquired', 'closeup', 'broad', 'sonys', 'damaging', 'east', 'specify', 'collect', 'drm', 'timed', 'cruise', 'temporary', 'camping', 'visor', 'mike', 'transparent', 'decently', 'delight', 'dreaded', 'seldom', 'church', 'unused', 'finicky', 'enormous', 'incident', 'keystroke', 'explaining', 'kbps', 'quest', 'enterprise', 'mkii', 'grabbed', 'wondered', 'quietly', 'caviar', 'swear', 'extending', 'bitrate', 'cream', 'slideshow', 'staff', 'arrives', 'periodically', 'cart', 'rgb', 'nbc', 'specified', 'illumination', 'operational', 'permission', 'xps', 'margin', 'dump', 'disconnecting', 'stuttering', 'surveillance', 'actiontec', 'partly', 'famous', 'york', 'execution', 'nero', 'blueray', 'cloudy', 'slipping', 'wore', 'anyhow', 'nyc', 'applying', 'specialized', 'q', 'hurry', 'outweigh', 'explains', 'hello', 'chicago', 'rigid', 'excess', 'contrasty', 'disabling', 'likewise', 'trend', 'encoding', 'circuitry', 'delivering', 'partial', 'generate', 'dangerous', 'ancient', 'recycle', 'winegard', 'freak', 'iteration', 'toast', 'favorable', 'recieved', 'evaluation', 'diamond', 'bathroom', 'sheer', 'heading', 'warrant', 'uninstalled', 'varies', 'parental', 'titanium', 'appointment', 'secured', 'gt', 'resist', 'stone', 'ought', 'colour', 'reputable', 'retain', 'forgotten', 'digit', 'someday', 'retro', 'exhibit', 'cabling', 'dragon', 'lip', 'setpoint', 'disney', 'recharged', 'adopter', 'pal', 'gizmo', 'ripping', 'riding', 'faith', 'prepare', 'configurable', 'behold', 'gtx', 'tegra', 'finest', 'understandable', 'impedance', 'pile', 'assure', 'capacitive', 'fight', 'luxury', 'sturdier', 'west', 'retired', 'subsequent', 'encourage', 'unbelievably', 'anticipated', 'mad', 'beam', 'grundig', 'kb', 'earned', 'upwards', 'leakage', 'isolate', 'streamer', 'notable', 'flipping', 'borrowed', 'contacting', 'envy', 'tho', 'sucker', 'wound', 'delayed', 'nd', 'griffin', 'teach', 'rotates', 'dec', 'pointless', 'subscribe', 'preserve', 'standpoint', 'waypoints', 'toslink', 'tonight', 'officially', 'permit', 'crisper', 'distort', 'ding', 'replay', 'nit', 'rubbery', 'struggling', 'shortest', 'cm', 'unwanted', 'al', 'isolating', 'preamp', 'artificial', 'creation', 'phantom', 'gathering', 'argument', 'archos', 'tour', 'observed', 'soccer', 'memorex', 'concerning', 'torn', 'exclusive', 'stepped', 'glaring', 'gentle', 'beside', 'appliance', 'innovation', 'dv', 'proud', 'scared', 'chassis', 'slingshot', 'staple', 'crippled', 'fingertip', 'partner', 'compelling', 'issued', 'loosen', 'firing', 'sector', 'otg', 'era', 'whats', 'holy', 'freeagent', 'counting', 'otterbox', 'rural', 'wild', 'award', 'jan', 'stroke', 'fish', 'mph', 'generated', 'rolled', 'fallen', 'discussed', 'nuisance', 'nonsense', 'thermal', 'overclock', 'superdrive', 'gladly', 'msrp', 'fuller', 'legend', 'european', 'narrowed', 'jelly', 'stud', 'mpeg', 'receives', 'yep', 'avoided', 'hall', 'convince', 'tunnel', 'maximize', 'redundant', 'havent', 'frozen', 'ev', 'legal', 'packet', 'faq', 'adhesive', 'codecs', 'introduction', 'flaky', 'fatal', 'cranking', 'histogram', 'realizing', 'downloadable', 'rap', 'magnesium', 'effortlessly', 'itrip', 'heos', 'challenged', 'inadvertently', 'membership', 'briefcase', 'expired', 'avoiding', 'jukebox', 'viable', 'launched', 'advertises', 'slimmer', 'scientific', 'uneven', 'waist', 'insanely', 'sdxc', 'eliminating', 'emphasis', 'rack', 'visiting', 'sharpening', 'cloning', 'copper', 'ping', 'zvox', 'foremost', 'stumbled', 'flipped', 'urge', 'remembered', 'terabyte', 'steve', 'claiming', 'disappears', 'signed', 'discrete', 'accomplished', 'separated', 'soap', 'username', 'purchaser', 'marvel', 'incoming', 'dealt', 'managing', 'tc', 'eats', 'represents', 'cellular', 'seeking', 'superzoom', 'streak', 'scary', 'wallpaper', 'seperate', 'facility', 'hotshoe', 'pickup', 'malfunction', 'classy', 'peaking', 'centered', 'unbeatable', 'investing', 'catching', 'drone', 'ergonomically', 'consists', 'painting', 'vixia', 'pre', 'baseball', 'ham', 'tuck', 'plethora', 'ill', 'contour', 'java', 'eyetv', 'ny', 'kindles', 'salt', 'increment', 'buddy', 'complexity', 'zire', 'vaio', 'mba', 'unpacked', 'flick', 'en', 'survived', 'relationship', 'intent', 'assembled', 'metallic', 'popup', 'energizer', 'approved', 'phono', 'tier', 'manipulate', 'tossed', 'vi', 'podcast', 'dropout', 'laggy', 'displayport', 'spyder', 'hardwired', 'internally', 'remembers', 'texas', 'rub', 'ge', 'repeating', 'remedy', 'context', 'coolest', 'spaced', 'backyard', 'spotify', 'geared', 'adapt', 'boast', 'developing', 'florida', 'punchy', 'spotty', 'overlay', 'compliant', 'integrate', 'threaded', 'cybershot', 'shall', 'archive', 'lined', 'cheapo', 'fi', 'khz', 'announcement', 'rechargeables', 'treated', 'platter', 'latency', 'divider', 'hollow', 'butt', 'launcher', 'laugh', 'discovery', 'approaching', 'dimmer', 'sunday', 'published', 'runner', 'spray', 'microusb', 'navigon', 'horror', 'po', 'bearing', 'adventure', 'scenery', 'thecanon', 'moisture', 'garmins', 'cutout', 'wmv', 'confirmation', 'obtained', 'proceeded', 'macbooks', 'treadmill', 'extraordinary', 'hue', 'unsure', 'promising', 'lo', 'maintaining']

vectorizer = CountVectorizer(max_features=5000, vocabulary=vocab)
vectorizer

CountVectorizer(analyzer='word', binary=False, decode_error='strict',
        dtype=<class 'numpy.int64'>, encoding='utf-8', input='content',
        lowercase=True, max_df=1.0, max_features=5000, min_df=1,
        ngram_range=(1, 1), preprocessor=None, stop_words=None,
        strip_accents=None, token_pattern='(?u)\\b\\w\\w+\\b',
        tokenizer=None,
        vocabulary=['camera', 'one', 'use', 'like', 'get', 'good', 'would', 'great', 'lens', 'work', 'time', 'also', 'quality', 'sound', 'even', 'well', 'much', 'really', 'better', 'tv', 'need', 'drive', 'video', 'using', 'make', 'device', 'thing', 'battery', 'screen', 'picture', 'could', 'still', 'want', '...eeded', 'macbooks', 'treadmill', 'extraordinary', 'hue', 'unsure', 'promising', 'lo', 'maintaining'])

df['modified_review_text'].head(n=1)

0    [mount, mount, mount, mount, wall, wall, wall, arm, arm, tight, tight, joint, joint, fairly, good, everything, supposed, piece, attache, overly, long, made, easier, space, needed, issue, saw, initially, moved, around, install, loosened, point, take, included, allen, wrench, tighten]
Name: modified_review_text, dtype: object

# Transforming the column 'modified_review_text' to be used as input for vectorizer.fit_transform
# Removing the '[' present in the modified_review_text column of all the records
df['modified_review_text'] = df.apply(lambda row: re.sub(r'\[',"",(str(row['modified_review_text']))), axis=1)
# Removing the single quotes present in the modified_review_text column of all the records
df['modified_review_text'] = df.apply(lambda row: re.sub(r'\'',"",(str(row['modified_review_text']))), axis=1)
# Removing the ',' present in the modified_review_text column of all the records
df['modified_review_text'] = df.apply(lambda row: re.sub(r',',"",(str(row['modified_review_text']))), axis=1)
# Removing the ']' present in the modified_review_text column of all the records
df['modified_review_text'] = df.apply(lambda row: re.sub(r'\]',"",(str(row['modified_review_text']))), axis=1)

df['modified_review_text'].head(n=1)

0    mount mount mount mount wall wall wall arm arm tight tight joint joint fairly good everything supposed piece attache overly long made easier space needed issue saw initially moved around install loosened point take included allen wrench tighten
Name: modified_review_text, dtype: object

train_data_features = vectorizer.fit_transform(df['modified_review_text'])

print(len(vectorizer.get_feature_names()))
vectorizer.get_feature_names()[:10]

5000

['camera',
 'one',
 'use',
 'like',
 'get',
 'good',
 'would',
 'great',
 'lens',
 'work']

# Bag of Words - Data Frame
bow_df = pd.DataFrame(train_data_features.toarray(), columns=vectorizer.get_feature_names())

df.columns.tolist()

['asin',
 'overall',
 'reviewerID',
 'reviewerName',
 'ReviewTime',
 'upvotes',
 'downvotes',
 'word_counter',
 'sentence_count',
 'strong_words',
 'strong_count',
 'symbol_count',
 'helpful_review',
 'word_count',
 'modified_review_text']

columns_to_delete = ['strong_words', 'word_counter', 'modified_review_text']
df.drop(columns=columns_to_delete, inplace=True)
df.tail(n=1)

final_df = pd.concat([df, bow_df], axis=1)

print("Number of columns in our original df = " + str(df.shape[1]))
print("Number of columns in our Bag of Words df = " + str(bow_df.shape[1]))
print("Number of columns in our Merged df = " + str(final_df.shape[1]))

Number of columns in our original df = 12
Number of columns in our Bag of Words df = 5000
Number of columns in our Merged df = 5012

final_df.to_csv('final_dataset.csv')

Visualizing the variables derivedf from the text before running models¶

# Loading the final dataset
df = pd.read_csv('final_dataset.csv')
df.shape

(132920, 5013)

#Box Plots of all the numerical variables
df[['overall','sentence_count','word_count','strong_count','symbol_count','helpful_review']].iplot(kind='box'
                                    , title="Box Plots of all the numerical variables"
                                    , world_readable=True
                                    , xTitle="Variable"
                                    , yTitle="Range of values")

df[['upvotes','downvotes']].iplot(kind='box'
                                  , title="Box Plots of Upvotes and Downvotes"
                                  , world_readable=True
                                  , xTitle="Variable"
                                  , yTitle="Range of values")

df['ReviewTime'] =  pd.to_datetime(df['ReviewTime'])
df["overall"] = df["overall"].astype('category')

# Corretlations and Histograms of numerical variables
corr_hist = sns.pairplot(df[['overall','upvotes','downvotes','sentence_count','strong_count','symbol_count']])
corr_hist.fig.suptitle("Histograms of variables along diagnols and Corretaltions along elsewhere", y=1.01) # y= some height>1
plt.show()

Classification of Helpfulness of reviews using Support Vector Machines¶

# Loading the final dataset
df = pd.read_csv('final_dataset.csv')
df.shape

(132920, 5013)

df.head(n=1)

svm = SVC() # default hyperparameters

y = df['helpful_review'].values
X = df[['overall','sentence_count','strong_count','symbol_count', 'word_count']].values

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.3, random_state=SEED)

svm.fit(X_train, y_train)

C:\ProgramData\Anaconda3\lib\site-packages\sklearn\svm\base.py:196: FutureWarning:

The default value of gamma will change from 'auto' to 'scale' in version 0.22 to account better for unscaled features. Set gamma explicitly to 'auto' or 'scale' to avoid this warning.

SVC(C=1.0, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape='ovr', degree=3, gamma='auto_deprecated',
  kernel='rbf', max_iter=-1, probability=False, random_state=None,
  shrinking=True, tol=0.001, verbose=False)

y_pred = svm.predict(X_test)

# Evaluating the performance of Test data using Confusion Matrix
cm = confusion_matrix(y_test, y_pred)
cm

array([[ 1575,  6834],
       [ 1136, 30331]], dtype=int64)

print(classification_report(y_test, y_pred))

              precision    recall  f1-score   support

           0       0.58      0.19      0.28      8409
           1       0.82      0.96      0.88     31467

   micro avg       0.80      0.80      0.80     39876
   macro avg       0.70      0.58      0.58     39876
weighted avg       0.77      0.80      0.76     39876

# Plotting the Confusion Matrix for easy understanding
ax = plt.axes()
sns.heatmap(cm, 
            annot=True, # Show values of each cell in the heatmap
            fmt="1.0f", # or "d"
            cmap="YlGnBu", # color range of the heatmap
            linecolor='white', # plot cell border
            linewidths=0.1, # width of border
            cbar=False, # hide range bar
            square=True) # Make the Confusion Matrix Look like a square
ax.set_title('Confusion Matrix of Support Vector Machine Classificaftion - Default Parameter Base Model')
ax.set(xlabel='Predicted', ylabel='Actual') # Change X and Y axis labe

[Text(91.68, 0.5, 'Actual'), Text(0.5, 15.0, 'Predicted')]

svm.score(X_train, y_train)

0.8485555221185676

svm.score(X_test, y_test)

0.8001304042531848

# Parameter to set the extent to which the misclassification is penalized
Cs = [0.001, 0.01, 0.1, 1, 10]
# Kernel Trick for complexity of SVM
gammas = [0.001, 0.01, 0.1, 1]
# Create the random grid
param_grid = {'C' : Cs, 
              'gamma' : gammas}

svm = SVC(kernel='rbf', random_state=SEED) 
# rbf = Radial basis function is the most commonly used kernel.
# Our data is expected to not perform well for Linear, Polynomial or Sigmoid classification. Hence choosing RBF Kernel.

best_svc = GridSearchCV(estimator = svm, 
                        param_grid = param_grid, 
                        cv = 3, 
                        verbose = 2, 
                        n_jobs = -1)

best_svc.fit(X_train, y_train)

Fitting 3 folds for each of 20 candidates, totalling 60 fits

[Parallel(n_jobs=-1)]: Using backend LokyBackend with 4 concurrent workers.
[Parallel(n_jobs=-1)]: Done  33 tasks      | elapsed: 74.9min
[Parallel(n_jobs=-1)]: Done  60 out of  60 | elapsed: 254.7min finished

GridSearchCV(cv=3, error_score='raise-deprecating',
       estimator=SVC(C=1.0, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape='ovr', degree=3, gamma='auto_deprecated',
  kernel='rbf', max_iter=-1, probability=False, random_state=1,
  shrinking=True, tol=0.001, verbose=False),
       fit_params=None, iid='warn', n_jobs=-1,
       param_grid={'C': [0.001, 0.01, 0.1, 1, 10], 'gamma': [0.001, 0.01, 0.1, 1]},
       pre_dispatch='2*n_jobs', refit=True, return_train_score='warn',
       scoring=None, verbose=2)

best_svc.best_params_

{'C': 1, 'gamma': 0.01}

y_pred = best_svc.predict(X_test)

# Evaluating the performance of Test data using Confusion Matrix
cm = confusion_matrix(y_test, y_pred)
cm

array([[ 1235,  7174],
       [  756, 30711]], dtype=int64)

print(classification_report(y_test, y_pred))

              precision    recall  f1-score   support

           0       0.62      0.15      0.24      8409
           1       0.81      0.98      0.89     31467

   micro avg       0.80      0.80      0.80     39876
   macro avg       0.72      0.56      0.56     39876
weighted avg       0.77      0.80      0.75     39876

# Plotting the Confusion Matrix for easy understanding
ax = plt.axes()
sns.heatmap(cm, 
            annot=True, # Show values of each cell in the heatmap
            fmt="1.0f", # or "d"
            cmap="YlGnBu", # color range of the heatmap
            linecolor='white', # plot cell border
            linewidths=0.1, # width of border
            cbar=False, # hide range bar
            square=True) # Make the Confusion Matrix Look like a square
ax.set_title('Confusion Matrix of Support Vector Machine - Best Parameter Classification')
ax.set(xlabel='Predicted', ylabel='Actual') # Change X and Y axis labe

[Text(91.68, 0.5, 'Actual'), Text(0.5, 15.0, 'Predicted')]

best_svc.score(X_train, y_train)

0.8065646360861528

best_svc.score(X_test, y_test)

0.8011335138930685

Using the best SVM parameters on our Final Dataset¶

# Selecting the top 100 words to be used in our model
word_columns = list(df.iloc[:,12:112].columns.tolist()) #The columns with index 12 to 5011 are the 5000 top words columns. 
# We are choosing the first 100 among them.

len(word_columns)

100

type(word_columns)

list

final_columns = ['overall','sentence_count','strong_count','symbol_count','word_count'] + word_columns

# Adding 100 Explanatory Variables to our model
X = df[final_columns]
X.head(n=1)

X = X.values
y = df['helpful_review'].values

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.3, random_state=SEED)

best_svc.best_params_

{'C': 1, 'gamma': 0.01}

svm_full_model = SVC(kernel='rbf', random_state=SEED, C=1, gamma=0.01)

svm_full_model.fit(X_train, y_train)

SVC(C=1, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape='ovr', degree=3, gamma=0.01, kernel='rbf',
  max_iter=-1, probability=False, random_state=1, shrinking=True,
  tol=0.001, verbose=False)

y_pred = svm_full_model.predict(X_test)

# Evaluating the performance of Test data using Confusion Matrix
cm = confusion_matrix(y_test, y_pred)
cm

array([[ 1435,  6974],
       [  846, 30621]], dtype=int64)

print(classification_report(y_test, y_pred))

              precision    recall  f1-score   support

           0       0.63      0.17      0.27      8409
           1       0.81      0.97      0.89     31467

   micro avg       0.80      0.80      0.80     39876
   macro avg       0.72      0.57      0.58     39876
weighted avg       0.78      0.80      0.76     39876

# Plotting the Confusion Matrix for easy understanding
ax = plt.axes()
sns.heatmap(cm, 
            annot=True, # Show values of each cell in the heatmap
            fmt="1.0f", # or "d"
            cmap="YlGnBu", # color range of the heatmap
            linecolor='white', # plot cell border
            linewidths=0.1, # width of border
            cbar=False, # hide range bar
            square=True) # Make the Confusion Matrix Look like a square
ax.set_title('Confusion Matrix of Support Vector Machine - Full Model (100 Words)')
ax.set(xlabel='Predicted', ylabel='Actual') # Change X and Y axis labe

[Text(91.68, 0.5, 'Actual'), Text(0.5, 15.0, 'Predicted')]

svm_full_model.score(X_train, y_train)

0.8384850178410215

svm_full_model.score(X_test, y_test)

0.8038920654027485

Naive Bayes Classification¶

df = pd.read_csv('final_dataset.csv')
word_columns = list(df.iloc[:,12:112].columns.tolist()) #The columns with index 12 to 112 are the 100 top words columns. 
final_columns = ['overall','sentence_count','strong_count','symbol_count','word_count'] + word_columns
X = df[final_columns]
X.columns.values[0] = "overall_score"
print(X.shape)
X = X.values
y = df['helpful_review'].values
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.3, random_state=SEED)

(132920, 105)

# Initiate a Naive Bayes Model
model = GaussianNB()

# Train the model with the Training data
model.fit(X_train, y_train)

GaussianNB(priors=None, var_smoothing=1e-09)

# Make predictions by running the Naive Bayes Model on the explonatory variables of our test data
y_pred = model.predict(X_test)

# Evaluating the performance of Test data using Confusion Matrix
cm = confusion_matrix(y_test, y_pred)
cm

array([[ 6997,  1412],
       [20353, 11114]], dtype=int64)

print(classification_report(y_test, y_pred))

              precision    recall  f1-score   support

           0       0.26      0.83      0.39      8409
           1       0.89      0.35      0.51     31467

   micro avg       0.45      0.45      0.45     39876
   macro avg       0.57      0.59      0.45     39876
weighted avg       0.75      0.45      0.48     39876

# Plotting the Confusion Matrix for easy understanding
ax = plt.axes()
sns.heatmap(cm, 
            annot=True, # Show values of each cell in the heatmap
            fmt="1.0f", # or "d"
            cmap="YlGnBu", # color range of the heatmap
            linecolor='white', # plot cell border
            linewidths=0.1, # width of border
            cbar=False, # hide range bar
            square=True) # Make the Confusion Matrix Look like a square
ax.set_title('Confusion Matrix of Naive Bayes Model (100 Words)')
ax.set(xlabel='Predicted', ylabel='Actual') # Change X and Y axis labe

[Text(91.68, 0.5, 'Actual'), Text(0.5, 15.0, 'Predicted')]

model.score(X_train, y_train)

0.45238811744980867

model.score(X_test, y_test)

0.4541829671983148

accuracy_score(y_test, y_pred)

0.4541829671983148

Latent Dirichlet Allocation (LDA)¶

df = pd.read_csv('electronics_reviews.csv')
len(df['asin'].unique())

5795

(df['asin'].unique())

array(['0972683275', '1400501466', '1400532620', ..., 'B004XUCCS6',
       'B004XXMUCQ', 'B004XYJKHS'], dtype=object)

lda_data = pd.merge(df[['asin','reviewerID']], merged_data[['asin','reviewerID','categories','review']], how='left', on=('asin','reviewerID'))
print(lda_data.shape)
lda_data.head(1)

(132920, 4)

lda_data.to_csv('lda_data.csv')

lda_data = pd.read_csv('lda_data.csv')

# Transforming the column 'categories' to be used as input for vectorizer.fit_transform
# Removing the '[' present in the categories column of all the records
lda_data['categories'] = lda_data.apply(lambda row: re.sub(r'\[',"",(str(row['categories']))), axis=1)
# Removing the ',' present in the categories column of all the records
lda_data['categories'] = lda_data.apply(lambda row: re.sub(r',',"",(str(row['categories']))), axis=1)
# Removing the ']' present in the categories column of all the records
lda_data['categories'] = lda_data.apply(lambda row: re.sub(r'\]',"",(str(row['categories']))), axis=1)

lda_data['categories'].head(n=1)

0    'Electronics' 'Accessories & Supplies' 'Audio ...
Name: categories, dtype: object

# Number of reviews for products belonging to the categories : 'Camera & Photo', 'Digital Cameras'
len(lda_data[lda_data['categories'].str.contains("Camera & Photo", "Digital Cameras")==True])

34959

# Number of reviews for products belonging to the category : 'Computers & Accessories'
print("Number of reviews for products belonging to the 'Computers & Accessories' category = "
          +str(len(lda_data[lda_data['categories'].str.contains("Computers & Accessories")==True])))

Number of reviews for products belonging to the 'Computers & Accessories' category = 50460

# Number of reviews for products belonging to the category : 'Camera & Photo'
print("Number of reviews for products belonging to the 'Camera & Photo' category = "
          +str(len(lda_data[lda_data['categories'].str.contains("Camera & Photo")==True])))

Number of reviews for products belonging to the 'Camera & Photo' category = 34959

# Number of reviews for products belonging to the category : 'Television & Video'
print("Number of reviews for products belonging to the 'Television & Video' category = "
          +str(len(lda_data[lda_data['categories'].str.contains("Television & Video")==True])))

Number of reviews for products belonging to the 'Television & Video' category = 13573

# Number of reviews for products belonging to the category : 'GPS & Navigation'
print("Number of reviews for products belonging to the 'GPS & Navigation' category = "
          +str(len(lda_data[lda_data['categories'].str.contains("GPS & Navigation")==True])))

Number of reviews for products belonging to the 'GPS & Navigation' category = 4456

lda_data_gps = lda_data[lda_data['categories'].str.contains("GPS & Navigation")==True]

pd.DataFrame(lda_data_gps['categories'].sample(1)).values

array([["'Electronics' 'GPS & Navigation' 'Sports & Handheld GPS' 'Handheld GPS Units'"]],
      dtype=object)

# function to plot most frequent terms
def freq_words(x, terms = 30):
    all_words = ' '.join([text for text in x])
    all_words = all_words.split()

    fdist = FreqDist(all_words)
    words_df = pd.DataFrame({'word':list(fdist.keys()), 'count':list(fdist.values())})

  # selecting top 20 most frequent words
    d = words_df.nlargest(columns="count", n = terms) 
    plt.figure(figsize=(20,5))
    ax = sns.barplot(data=d, x= "word", y = "count")
    ax.set(ylabel = 'Count')
    plt.show()

freq_words(lda_data_gps['review'])

# function to remove stopwords
stop_words = stopwords.words('english')

# remove short words (length < 3)
lda_data_gps['review'] = lda_data_gps['review'].apply(lambda x: ' '.join([w for w in x.split() if len(w)>2]))

def remove_stopwords(rev):
    rev_new = " ".join([i for i in rev if i not in stop_words])
    return rev_new

# remove stopwords from the text
reviews = [remove_stopwords(r.split()) for r in lda_data_gps['review']]

# make entire text lowercase
reviews = [r.lower() for r in reviews]

#Stemming
reviews = [snowball_stemmer.stem(w) for w in reviews]

nlp = spacy.load('en', disable=['parser', 'ner'])

def lemmatization(texts, tags=['NOUN', 'ADJ']): # filter noun and adjective
    output = []
    for sent in texts:
        doc = nlp(" ".join(sent)) 
        output.append([token.lemma_ for token in doc if token.pos_ in tags])
    return output

tokenized_reviews = pd.Series(reviews).apply(lambda x: x.split())
print(tokenized_reviews[1])

['gps', 'for', 'atv', 'quad', 'bought', 'unit', 'atv', 'quad', 'honda', 'rancher', 'thing', 'best.', 'fits', 'right', 'quad', 'mounting', 'unit', 'picked', 'amazon.', 'like', 'tom', 'tom', 'magellen', 'gps', 'leave', 'trail', 'back', 'started', 'easy', 'operate', 'save', 'spots', 'back', 'again.', 'also', 'tells', 'best', 'hunting', 'fishing', 'times', 'tells', 'sun', 'rise', 'know', 'turn', 'back', 'night', 'falls.', 'bought', 'would', 'get', 'lost', 'worked', 'perfect', 'me.', 'also', 'tells', 'alt.', 'speed', 'going', 'much', 'more.', 'when', 'turn', 'first', 'time', 'takes', 'little', 'bit', 'get', 'sattelights,', 'turns', 'fast.', 'takes', 'batteries', 'take', 'extra', 'set', 'case', 'dies.', 'remembers', 'are.', 'over', 'unit', 'cost', 'effective', 'get', 'lost', 'happy', 'great', 'unit', 'get', 'back.', 'you', 'want', 'land', 'somewhere', 'days', 'food', 'cold', 'temps.', 'survival', 'kind', 'guy', 'must', 'me.', 'hope', 'reveiw', 'helpful.']

data_lemmatized = lemmatization(tokenized_reviews)
print(data_lemmatized[1])

['atv', 'quad', 'unit', 'quad', 'honda', 'rancher', 'thing', 'right', 'quad', 'unit', 'amazon', 'tom', 'tom', 'magellen', 'gps', 'trail', 'easy', 'operate', 'spot', 'good', 'fishing', 'time', 'sun', 'rise', 'night', 'perfect', 'alt', 'speed', 'more', 'first', 'time', 'little', 'bit', 'sattelight', 'battery', 'extra', 'set', 'case', 'remember', 'unit', 'effective', 'get', 'happy', 'great', 'unit', 'land', 'food', 'cold', 'temp', 'survival', 'kind', 'guy', 'hope', 'reveiw', 'helpful']

reviews_3 = []
for i in range(len(data_lemmatized)):
    reviews_3.append(' '.join(data_lemmatized[i]))

lda_data_gps['reviews'] = reviews_3

freq_words(lda_data_gps['reviews'], 35)

dictionary = corpora.Dictionary(data_lemmatized)

doc_term_matrix = [dictionary.doc2bow(rev) for rev in data_lemmatized]

# Creating the object for LDA model using gensim library
LDA = gensim.models.ldamodel.LdaModel

import warnings
warnings.filterwarnings('ignore')

# Build LDA model
lda_model = LDA(corpus=doc_term_matrix, id2word=dictionary, num_topics=10, random_state=100,
                chunksize=1000, passes=50)

lda_model.print_topics()

[(0,
  '0.040*"traffic" + 0.021*"feature" + 0.020*"phone" + 0.019*"garmin" + 0.016*"voice" + 0.014*"bluetooth" + 0.012*"screen" + 0.012*"good" + 0.012*"gps" + 0.011*"nuvi"'),
 (1,
  '0.306*"tomtom" + 0.011*"m" + 0.010*"mytomtom" + 0.008*"traffic" + 0.006*"home" + 0.006*"correction" + 0.005*"live" + 0.005*"interface" + 0.004*"min" + 0.004*"jam"'),
 (2,
  '0.015*"europe" + 0.009*"european" + 0.009*"dog" + 0.007*"italy" + 0.006*"france" + 0.004*"paris" + 0.003*"north" + 0.003*"germany" + 0.003*"pedestrian" + 0.003*"mis"'),
 (3,
  '0.030*"map" + 0.024*"gps" + 0.022*"unit" + 0.014*"garmin" + 0.013*"use" + 0.012*"battery" + 0.011*"good" + 0.010*"screen" + 0.010*"card" + 0.008*"waypoint"'),
 (4,
  '0.012*"60cx" + 0.010*"file" + 0.009*"geo" + 0.008*"view" + 0.005*"pn-40" + 0.005*"page" + 0.004*"note" + 0.004*"chart" + 0.003*"quad" + 0.003*"obtrusive"'),
 (5,
  '0.020*"unit" + 0.019*"route" + 0.018*"time" + 0.016*"gps" + 0.014*"screen" + 0.012*"garmin" + 0.012*"map" + 0.012*"good" + 0.012*"street" + 0.012*"road"'),
 (6,
  '0.041*"unit" + 0.030*"map" + 0.028*"update" + 0.022*"garmin" + 0.015*"software" + 0.014*"gps" + 0.014*"device" + 0.013*"new" + 0.013*"time" + 0.011*"problem"'),
 (7,
  '0.034*"watch" + 0.018*"time" + 0.017*"run" + 0.011*"mile" + 0.011*"garmin" + 0.011*"datum" + 0.010*"rate" + 0.010*"heart" + 0.010*"pace" + 0.009*"battery"'),
 (8,
  '0.048*"mount" + 0.031*"dash" + 0.027*"suction" + 0.023*"cup" + 0.020*"windshield" + 0.016*"dashboard" + 0.014*"car" + 0.013*"gps" + 0.010*"friction" + 0.010*"garmin"'),
 (9,
  '0.028*"gps" + 0.027*"unit" + 0.022*"tom" + 0.020*"car" + 0.018*"case" + 0.016*"good" + 0.016*"screen" + 0.014*"great" + 0.012*"use" + 0.010*"power"')]

NUM_TOPICS = 10
word_dict = {};
for i in range(NUM_TOPICS):
    words = lda_model.show_topic(i, topn = 25)
    word_dict['Topic # ' + '{:02d}'.format(i+1)] = [i[0] for i in words]
pd.DataFrame(word_dict)

# Visualize the topics
pyLDAvis.enable_notebook()
vis = pyLDAvis.gensim.prepare(lda_model, doc_term_matrix, dictionary)
vis

# Compute Perplexity
print('\nPerplexity: ', lda_model.log_perplexity(doc_term_matrix))  # a measure of how good the model is. lower the better.

Perplexity:  -7.336202438085168

# Compute Coherence Score
coherence_model_lda = CoherenceModel(model=lda_model, texts=data_lemmatized, dictionary=dictionary, coherence='c_v')
coherence_lda = coherence_model_lda.get_coherence()
print('\nCoherence Score: ', coherence_lda)

Coherence Score:  0.402968065206155

Mallet LDA¶

curr_dir = os.getcwd()
# Removing the single quotes present in the categories column of all the records
curr_dir = curr_dir.replace("\\","/")
os.environ['MALLET_HOME'] = curr_dir+'/mallet-2.0.8'
curr_dir = curr_dir+'/bin/mallet'
mallet_path = curr_dir

curr_dir = os.getcwd()
curr_dir = curr_dir+'/mallet-2.0.8/bin/mallet'
# Removing the single quotes present in the categories column of all the records
curr_dir = curr_dir.replace("\\","/")

# Download File: http://mallet.cs.umass.edu/dist/mallet-2.0.8.zip
mallet_path = 'E:/mallet-2.0.8/bin/mallet' # update this path
os.environ['MALLET_HOME'] = 'E:/mallet-2.0.8'

 def compute_coherence_values(dictionary, corpus, texts, limit, start=2, step=3):
    """
    Compute c_v coherence for various number of topics

    Parameters:
    ----------
    dictionary : Gensim dictionary
    corpus : Gensim corpus
    texts : List of input texts
    limit : Max num of topics

    Returns:
    -------
    model_list : List of LDA topic models
    coherence_values : Coherence values corresponding to the LDA model with respective number of topics
    """
    coherence_values = []
    model_list = []
    for num_topics in range(start, limit, step):
        model = gensim.models.wrappers.LdaMallet(mallet_path, corpus=corpus, num_topics=num_topics, id2word=dictionary)
        model_list.append(model)
        coherencemodel = CoherenceModel(model=model, texts=texts, dictionary=dictionary, coherence='c_v')
        coherence_values.append(coherencemodel.get_coherence())

    return model_list, coherence_values

%%time
model_list, coherence_values = compute_coherence_values(dictionary=dictionary, 
                                                        corpus=doc_term_matrix, 
                                                        texts=data_lemmatized, 
                                                        start=2, 
                                                        limit=40, 
                                                        step=6)

Wall time: 8min 48s

# Show graph
limit=40; start=2; step=6;
x = range(start, limit, step)
plt.plot(x, coherence_values)
plt.xlabel("Num Topics")
plt.ylabel("Coherence score")
plt.legend(("coherence_values"), loc='best')
plt.show()

# Print the coherence scores
for m, cv in zip(x, coherence_values):
    print("Num Topics =", m, " has Coherence Value of", round(cv, 4))

Num Topics = 2  has Coherence Value of 0.3066
Num Topics = 8  has Coherence Value of 0.397
Num Topics = 14  has Coherence Value of 0.4317
Num Topics = 20  has Coherence Value of 0.423
Num Topics = 26  has Coherence Value of 0.4323
Num Topics = 32  has Coherence Value of 0.4307
Num Topics = 38  has Coherence Value of 0.4196

# Select the model and print the topics
optimal_model = model_list[1]
model_topics = optimal_model.show_topics(formatted=False)
pprint(optimal_model.print_topics(num_words=10))

[(0,
  '0.073*"map" + 0.057*"tomtom" + 0.052*"update" + 0.049*"device" + '
  '0.027*"software" + 0.020*"gps" + 0.018*"computer" + 0.013*"work" + '
  '0.012*"user" + 0.011*"download"'),
 (1,
  '0.154*"unit" + 0.069*"garmin" + 0.033*"product" + 0.025*"problem" + '
  '0.021*"year" + 0.021*"day" + 0.021*"good" + 0.018*"review" + 0.016*"time" + '
  '0.015*"bad"'),
 (2,
  '0.059*"route" + 0.038*"street" + 0.038*"road" + 0.031*"turn" + '
  '0.027*"direction" + 0.026*"time" + 0.022*"trip" + 0.020*"address" + '
  '0.019*"destination" + 0.017*"tom"'),
 (3,
  '0.054*"car" + 0.047*"gps" + 0.025*"mount" + 0.024*"case" + 0.022*"power" + '
  '0.014*"dash" + 0.014*"cable" + 0.014*"great" + 0.014*"windshield" + '
  '0.013*"easy"'),
 (4,
  '0.063*"screen" + 0.052*"gps" + 0.039*"good" + 0.036*"magellan" + '
  '0.028*"feature" + 0.024*"easy" + 0.023*"unit" + 0.019*"nice" + '
  '0.016*"display" + 0.015*"great"'),
 (5,
  '0.055*"map" + 0.031*"gps" + 0.023*"battery" + 0.021*"unit" + 0.020*"garmin" '
  '+ 0.017*"card" + 0.017*"good" + 0.015*"satellite" + 0.011*"memory" + '
  '0.011*"great"'),
 (6,
  '0.032*"time" + 0.016*"datum" + 0.016*"watch" + 0.013*"battery" + '
  '0.013*"minute" + 0.010*"issue" + 0.010*"great" + 0.010*"device" + '
  '0.010*"mile" + 0.010*"distance"'),
 (7,
  '0.054*"traffic" + 0.041*"nuvi" + 0.038*"voice" + 0.032*"garmin" + '
  '0.025*"feature" + 0.025*"phone" + 0.017*"speed" + 0.016*"screen" + '
  '0.015*"good" + 0.015*"bluetooth"')]

# Build LDA model
lda_model_updated = LDA(corpus=doc_term_matrix, id2word=dictionary, num_topics=8, random_state=100,
                chunksize=1000, passes=50)

lda_model_updated.print_topics()

[(0,
  '0.022*"gps" + 0.020*"mount" + 0.020*"car" + 0.018*"case" + 0.012*"good" + 0.011*"suction" + 0.010*"unit" + 0.010*"phone" + 0.010*"garmin" + 0.010*"dash"'),
 (1,
  '0.189*"tomtom" + 0.066*"tom" + 0.028*"traffic" + 0.015*"t" + 0.007*"service" + 0.006*"lifetime" + 0.006*"mytomtom" + 0.006*"m" + 0.006*"live" + 0.005*"update"'),
 (2,
  '0.009*"junction" + 0.008*"europe" + 0.007*"dog" + 0.006*"gpsr" + 0.005*"italy" + 0.005*"european" + 0.004*"france" + 0.004*"park" + 0.003*"north" + 0.003*"east"'),
 (3,
  '0.027*"map" + 0.025*"gps" + 0.024*"unit" + 0.014*"battery" + 0.013*"use" + 0.013*"garmin" + 0.012*"good" + 0.011*"screen" + 0.009*"card" + 0.008*"great"'),
 (4,
  '0.024*"delorme" + 0.012*"cache" + 0.008*"colorado" + 0.006*"geocach" + 0.006*"geo" + 0.004*"ipaq" + 0.004*"file" + 0.004*"pn-40" + 0.003*"query" + 0.003*"pn-60"'),
 (5,
  '0.019*"unit" + 0.016*"gps" + 0.016*"route" + 0.016*"time" + 0.015*"screen" + 0.014*"garmin" + 0.013*"good" + 0.012*"traffic" + 0.012*"map" + 0.011*"feature"'),
 (6,
  '0.038*"unit" + 0.026*"map" + 0.024*"update" + 0.023*"garmin" + 0.016*"gps" + 0.013*"device" + 0.013*"software" + 0.012*"new" + 0.011*"time" + 0.010*"good"'),
 (7,
  '0.030*"watch" + 0.018*"time" + 0.015*"run" + 0.011*"mile" + 0.010*"garmin" + 0.010*"datum" + 0.010*"rate" + 0.009*"heart" + 0.009*"pace" + 0.008*"screen"')]

NUM_TOPICS = 8
word_dict = {};
for i in range(NUM_TOPICS):
    words = lda_model_updated.show_topic(i, topn = 25)
    word_dict['Topic # ' + '{:02d}'.format(i+1)] = [i[0] for i in words]
pd.DataFrame(word_dict)

# Visualize the topics
pyLDAvis.enable_notebook()
vis = pyLDAvis.gensim.prepare(lda_model_updated, doc_term_matrix, dictionary)
vis

# Build LDA model
lda_model_updated_14 = LDA(corpus=doc_term_matrix, id2word=dictionary, num_topics=14, random_state=100,
                chunksize=1000, passes=50)

lda_model_updated_14.print_topics()

[(0,
  '0.049*"traffic" + 0.025*"feature" + 0.023*"phone" + 0.023*"garmin" + 0.022*"voice" + 0.016*"bluetooth" + 0.014*"t" + 0.013*"nuvi" + 0.013*"screen" + 0.012*"good"'),
 (1,
  '0.340*"tomtom" + 0.012*"m" + 0.012*"home" + 0.011*"mytomtom" + 0.011*"traffic" + 0.010*"update" + 0.008*"interface" + 0.006*"correction" + 0.006*"live" + 0.006*"user"'),
 (2,
  '0.010*"italy" + 0.007*"protect" + 0.006*"austin" + 0.006*"europe" + 0.005*"thread" + 0.004*"atlanta" + 0.004*"brazil" + 0.004*"installer" + 0.003*"recalc" + 0.003*"rome"'),
 (3,
  '0.026*"gps" + 0.021*"topo" + 0.016*"etrex" + 0.016*"compass" + 0.016*"use" + 0.015*"map" + 0.015*"battery" + 0.015*"hiking" + 0.012*"track" + 0.011*"good"'),
 (4,
  '0.045*"delorme" + 0.036*"cache" + 0.015*"colorado" + 0.012*"geocach" + 0.012*"geo" + 0.007*"pn-40" + 0.006*"ride" + 0.006*"pn-60" + 0.006*"photo" + 0.006*"note"'),
 (5,
  '0.026*"route" + 0.020*"time" + 0.017*"unit" + 0.017*"gps" + 0.016*"screen" + 0.015*"road" + 0.013*"turn" + 0.012*"street" + 0.011*"good" + 0.009*"voice"'),
 (6,
  '0.045*"unit" + 0.037*"update" + 0.020*"garmin" + 0.019*"map" + 0.017*"software" + 0.015*"new" + 0.015*"problem" + 0.014*"gps" + 0.014*"support" + 0.014*"time"'),
 (7,
  '0.044*"watch" + 0.021*"run" + 0.018*"time" + 0.015*"mile" + 0.014*"garmin" + 0.013*"rate" + 0.013*"datum" + 0.013*"heart" + 0.013*"pace" + 0.010*"distance"'),
 (8,
  '0.054*"mount" + 0.034*"suction" + 0.033*"dash" + 0.029*"cup" + 0.024*"windshield" + 0.022*"car" + 0.018*"gps" + 0.017*"dashboard" + 0.011*"friction" + 0.011*"garmin"'),
 (9,
  '0.029*"gps" + 0.027*"case" + 0.020*"great" + 0.020*"car" + 0.020*"unit" + 0.017*"good" + 0.017*"screen" + 0.013*"nuvi" + 0.013*"use" + 0.012*"easy"'),
 (10,
  '0.059*"unit" + 0.044*"map" + 0.021*"garmin" + 0.021*"gps" + 0.012*"good" + 0.011*"screen" + 0.009*"time" + 0.009*"software" + 0.008*"card" + 0.008*"use"'),
 (11,
  '0.036*"device" + 0.025*"tom" + 0.023*"battery" + 0.015*"gps" + 0.012*"time" + 0.010*"car" + 0.009*"minute" + 0.009*"good" + 0.009*"life" + 0.008*"use"'),
 (12,
  '0.008*"magellin" + 0.007*"ugly" + 0.005*"adhesive" + 0.005*"inch" + 0.005*"king" + 0.004*"jill" + 0.004*"burger" + 0.004*"beach" + 0.004*"acceleration" + 0.003*"filter"'),
 (13,
  '0.047*"garmin" + 0.023*"map" + 0.020*"good" + 0.020*"street" + 0.015*"new" + 0.014*"old" + 0.014*"address" + 0.013*"year" + 0.013*"name" + 0.012*"gps"')]

NUM_TOPICS = 14
word_dict = {};
for i in range(NUM_TOPICS):
    words = lda_model_updated_14.show_topic(i, topn = 25)
    word_dict['Topic # ' + '{:02d}'.format(i+1)] = [i[0] for i in words]
pd.DataFrame(word_dict)

# Visualize the topics
pyLDAvis.enable_notebook()
vis = pyLDAvis.gensim.prepare(lda_model_updated_14, doc_term_matrix, dictionary)
vis

	asin	title	categories	price	description	reviewerID	reviewerName	overall	ReviewTime	review	upvotes	downvotes
0	0528881469	Rand McNally 528881469 7-inch Intelliroute TND...	[[Electronics, GPS & Navigation, Vehicle GPS, ...	299.99	Like its award-winning predecessor, the Intell...	AO94DHGC771SJ	amazdnu	5.0	2013-06-02	Gotta have GPS! We got this GPS for my husband...	0	0
1689187	B00LGQ6HL8	Brainwavz S5 In Ear Headphones	[[Electronics, Accessories & Supplies, Audio &...	99.50	The Brainwavz S5 are dynamic driver based earp...	A2NYK9KWFMJV4Y	Mike Tarrani "Jazz Drummer"	5.0	2014-07-13	Exceptional sound Normally when I receive a re...	0	0

	0
title
SanDisk Ultra 64GB MicroSDXC Class 10 UHS Memory Card Speed Up To 30MB/s With Adapter, Frustration-Free Packaging - SDSDQU-064G-AFFP-A	4915
AmazonBasics High-Speed HDMI Cable - 15 Feet ( 4.6 Meters) Supports Ethernet	4143
Google Chromecast HDMI Streaming Media Player	3798
Mediabridge ULTRA Series HDMI Cable (6 Feet) - High-Speed Supports Ethernet, 3D and Audio Return [Newest Standard]	3435
Transcend 8 GB Class 10 SDHC Flash Memory Card (TS8GSDHC10E)	2813
Panasonic RPHJE120D In-Ear Headphone, Orange	2652
DVI Gear HDMI Cable 2M 6 feet	2599
AmazonBasics Apple Certified Lightning to USB Cable - 3 Feet (0.9 Meter) - Black	2542
Roku 3 Streaming Media Player	2104
eneloop SEC-CSPACER4PK C Size Spacers for use with AA battery cells	2082

	0
title
SanDisk Ultra 64GB MicroSDXC Class 10 UHS Memory Card Speed Up To 30MB/s With Adapter, Frustration-Free Packaging - SDSDQU-064G-AFFP-A	3922
AmazonBasics High-Speed HDMI Cable - 15 Feet ( 4.6 Meters) Supports Ethernet	3538
Mediabridge ULTRA Series HDMI Cable (6 Feet) - High-Speed Supports Ethernet, 3D and Audio Return [Newest Standard]	3016
Transcend 8 GB Class 10 SDHC Flash Memory Card (TS8GSDHC10E)	2289
DVI Gear HDMI Cable 2M 6 feet	2053
Google Chromecast HDMI Streaming Media Player	1903
AmazonBasics Apple Certified Lightning to USB Cable - 3 Feet (0.9 Meter) - Black	1817
eneloop SEC-CSPACER4PK C Size Spacers for use with AA battery cells	1734
Panasonic RPHJE120D In-Ear Headphone, Orange	1692
SanDisk 4GB Extreme SDHC Class 10 Memory Card	1649

	ReviewTime	count
0	1999-06-13	1
1	1999-07-05	1
2	1999-07-08	1
3	1999-07-23	2
4	1999-08-21	1

	ReviewTime	count	week
0	1999-06-13	1	7
1	1999-07-05	1	1
2	1999-07-08	1	4
3	1999-07-23	2	5
4	1999-08-21	1	6

	overall	upvotes	downvotes
count	1.689188e+06	1.689188e+06	1.689188e+06
mean	4.222779e+00	3.160563e+00	3.780423e+00
std	1.185632e+00	3.896195e+01	4.067347e+01
min	1.000000e+00	0.000000e+00	0.000000e+00
25%	4.000000e+00	0.000000e+00	0.000000e+00
50%	5.000000e+00	0.000000e+00	0.000000e+00
75%	5.000000e+00	1.000000e+00	2.000000e+00
max	5.000000e+00	3.073500e+04	3.145300e+04

	reviewerID	asin	reviewerName	review
count	1689188	1689188	1664458	1689188
unique	192403	63001	162859	1688684
top	ADLVFFE4VBT8	B007WTAJTO	Amazon Customer	Five Stars works great
freq	431	4915	26961	24

	price
count	389693.000000
mean	61.406786
std	119.118870
min	0.010000
25%	9.950000
50%	19.990000
75%	51.950000
max	999.990000

	reviewerID	size	mean	amax	amin	reviewerName
0	ADLVFFE4VBT8	431.0	4.296984	5.0	1.0	A. Dent "Aragorn"
431	A3OXHLG6DIBRW8	407.0	4.474201	5.0	1.0	C. Hill "CFH"
838	A6FIAB28IS79	367.0	4.228883	5.0	1.0	Samuel Chell
1205	A680RUE1FDO8B	352.0	4.471591	5.0	1.0	Jerry Saperstein
1557	A5JLAU2ARJ0BO	351.0	3.851852	5.0	1.0	Gadgester "No Time, No Money"
1908	A1ODOGXEYECQQ8	333.0	4.327327	5.0	2.0	Nuknuk
2241	A36K2N527TXXJN	281.0	4.508897	5.0	1.0	Dr. Bojan Tunguz
2522	ARBKYIVNYWK3C	267.0	4.415730	5.0	1.0	RST10
2789	A25C2M3QF9G7OQ	261.0	4.616858	5.0	2.0	Comdet
3050	AWPODHOB4GFWL	260.0	4.403846	5.0	1.0	Martin A Hogan "Marty From SF"

	reviewerID	1	2	3	4	5	total
7	ADLVFFE4VBT8	8	21	44	120	238.0	431.0
3	A3OXHLG6DIBRW8	2	5	17	157	226.0	407.0
6	A6FIAB28IS79	4	25	42	108	188.0	367.0
5	A680RUE1FDO8B	13	13	33	29	264.0	352.0
4	A5JLAU2ARJ0BO	42	37	31	62	179.0	351.0
0	A1ODOGXEYECQQ8	0	6	22	162	143.0	333.0
2	A36K2N527TXXJN	1	2	11	106	161.0	281.0
8	ARBKYIVNYWK3C	2	1	28	89	147.0	267.0
1	A25C2M3QF9G7OQ	0	5	15	55	186.0	261.0
9	AWPODHOB4GFWL	7	3	26	66	158.0	260.0

	week	count
0	Monday	254318
1	Tuesday	254076
2	Wednesday	257490
3	Thursday	256992
4	Friday	240334
5	Saturday	215801
6	Sunday	210177

	reviewerID	asin	reviewerName	overall	ReviewTime	review	upvotes	downvotes
22	AVRFGGCCCR6QU	0972683275	Alberto Dieguez "premiere purchaser of random...	4.0	2010-08-30	Fairly good wall mount This wall mount does ev...	3	4
26	A26QCCO0101CO1	0972683275	Amazon Customer "jkhinch"	5.0	2013-02-21	Just what I'd hoped I used this for my 47"...	7	9
56	A3QH8VQDE7HZCR	0972683275	costaricachris	5.0	2010-10-05	Real value for the money Quality was excellent...	15	19
82	A38FGQVJM18OWV	0972683275	George S. Mitchell "gsmitchell"	1.0	2010-12-01	What a piece of junk! I checked around Amazon ...	8	18
141	A7R4R9THNELTP	0972683275	LG	5.0	2010-09-30	Excellent, at any price I mounted this in my R...	14	19
145	A3SXYB8JPQ44LN	0972683275	Marcel	4.0	2012-07-17	Good product, poor instructions Used this for ...	3	4
155	A3AKVALGT4Y02G	0972683275	MICHAEL	4.0	2008-02-19	can't beat it for the price For the money you ...	5	6
156	A2I8J6GW1H6LWU	0972683275	Michael	5.0	2010-09-26	Great low cost mount! I love this mount! All t...	7	9
167	A15K7HV1XD6YWR	0972683275	Musawir Karim	1.0	2013-02-13	Beware the TV will not center....folding arm l...	5	7
201	A11ZP93TJED4T6	0972683275	Ryan	2.0	2010-10-01	poor manufacture quality.. The fact that the p...	1	8
211	A27K5RT7VDB7BU	0972683275	Stephan	3.0	2010-12-11	It Works But Could Be Better I purchased this ...	70	92
221	AGY0KH2D5G9WH	0972683275	Thomas "TC"	5.0	2010-10-12	Excellent mount Do not listen to other reviewe...	18	23
222	A2JDDUN6YNRYKU	0972683275	Time2Ride	5.0	2011-12-30	Very good value, paired with VIZIO E320ME 32-i...	3	3
223	AMAR6CIOZUQO4	0972683275	T. McKendry	4.0	2010-09-18	Sturdy and an excellent value ... I'm using th...	3	4
230	A25M2X8KHSS2NC	0972683275	Ultimate Ducky "Ultimate Ducky"	2.0	2010-09-04	Poor Quality Control, May Block the Ports on Y...	8	15
232	A2ZMEHV9S4FXV5	0972683275	venividivici	1.0	2011-06-09	Junk, sags, wobbles, crooked, Rusted If less m...	14	19
237	A3LDPF5FMB782Z	1400501466	Alan Houston	5.0	2012-05-03	The BEST Color E-Reader - With Bonus Features ...	3	4
242	A1A5KUIIIHFF4U	1400501466	Anonymous "Anonymous"	1.0	2012-03-24	This thing is a junk kids toy. Have no idea wh...	4	9
243	A2UL4M5SXL7L0A	1400501466	basieswings	5.0	2012-07-15	Excellent hardware, boot from SD for full tabl...	11	11
248	A2FHM5FB0BXKGA	1400501466	Dr. Elaine O. Chaika "book, movie, tech lover"	5.0	2012-02-16	Outstanding 7" Tablet Months later, I am still...	17	19
251	A6VFSC0BW75Y0	1400501466	Frederick J. Haab	2.0	2012-01-04	People shouldn't be surprised about what it is...	5	5
252	AQNEQQ96MKX3Y	1400501466	Gojira Neko (godzilla cat) "widowpress"	4.0	2012-02-27	GREAT .cbz (comic file) reader an more! I went...	6	6
259	AW3LX47IHPFRL	1400501466	Lologuy "cracked PDA"	5.0	2012-06-16	Great if rooted Nice specs with nice screen. N...	3	3
260	A1E3OB6QMBKRYZ	1400501466	MagnumMan	1.0	2012-10-13	Not a Real Tablet If all you want is a tablet ...	6	6
263	A19N3S7CBSU6O7	1400501466	OregonBay " OregonBay - 1999 to 2014"	5.0	2011-12-01	Nook Tablet The Nook Tablet is a solid hybrid ...	33	39
267	A1ZJF8YB4LZ356	1400501466	SCCGAC	1.0	2011-12-19	Tablet Good, support terrible The customer sup...	7	13
272	A2ENZ4FESUXXMT	1400501466	Steve Cohan	5.0	2012-03-12	GREAT TABLET, IT IS WHAT IT IS I was looking a...	9	10
273	A2ILMCJBXWF5TS	1400501466	Steve "Steve (Walnut Creek, CA, USA)"	1.0	2012-01-02	Very Limited Unless You Modify It Update 2-Sep...	52	57
274	A3PIPAS3M7YLQC	1400501466	Stuart	3.0	2012-12-01	Not for senior citizens I own the original Noo...	3	3
277	A1I0MV8SWXSWDQ	1400501466	William Karoly "Bill Karoly"	2.0	2011-12-01	Memory Card Issues It accepts up to 32gb micro...	11	20
...	...	...	...	...	...	...	...	...
1688856	AZVI6IZE7IEQT	B00KHR4ZL6	technojunkie	4.0	2014-06-22	So far I'm really loving it I stepped up to th...	21	23
1688857	A1XA4G0BA6ZV0U	B00KHR4ZL6	Vizkos	4.0	2014-07-16	Very nice product, but has its drawbacks I fel...	11	11
1688892	AQB4DH57MSZSC	B00KJJW36G	A Regular Joe	5.0	2014-07-15	Denon competes well with the Sonos Denon's ent...	4	6
1688893	A3EK2KTYHJCPB9	B00KJJW36G	Brian R.	4.0	2014-07-11	HEOS - a great system now that I've got it wor...	10	14
1688894	A91TB0WX94MHP	B00KJJW36G	Carina	5.0	2014-07-10	Very easy setup, very easy to use. The wireles...	12	18
1688895	A3OC93X866Z8TB	B00KJJW36G	Celestialsky29	5.0	2014-07-13	Very nice sound, and easy setup. This review i...	5	9
1688896	A30JPZ9TZ7I61U	B00KJJW36G	Christopher Barrett "Evil Corgi"	3.0	2014-07-20	Great sound, but terrible app. The first and m...	3	4
1688897	A2V5M5EJPOD2IU	B00KJJW36G	David Bradshaw	5.0	2014-07-15	Great System For my setup I got the HEOS 3 and...	3	4
1688898	A3JUHP1E3WUHEA	B00KJJW36G	Dr. Stuart Gitlow	5.0	2014-07-13	Easy setup, wonderful sound Tested both the HE...	6	9
1688900	A2507ZYWGMY9BK	B00KJJW36G	Gcat	3.0	2014-07-20	Gorgeous hardware. Mediocre software. I receiv...	4	4
1688902	A34CSXOGVYF94S	B00KJJW36G	Joel Avrunin "Electrical Engineer who loves S...	4.0	2014-07-10	Expansive and immersive sound from a small spe...	4	7
1688903	A1ZPY91VE3IDN1	B00KJJW36G	JO	5.0	2014-07-10	HEOS 5 + HEOS 3 = whole is even greater than i...	5	9
1688904	AXUJFOFQZNTN	B00KJJW36G	J. Tant	5.0	2014-07-10	Edited with HEOS 5 impressions: It Sounds Lik...	7	12
1688905	A1URXSRV6WDHVY	B00KJJW36G	Marty Gillis	5.0	2014-07-11	Impressive sound quality/no audible latency! T...	9	14
1688906	A2JKM8KF3296CW	B00KJJW36G	Ninjaba "Ninjaba"	4.0	2014-07-10	Almost perfect. HEOS 3 & HEOS 5 review. Right ...	3	7
1688907	A3M6TSEV71537G	B00KJJW36G	Sibelius	4.0	2014-07-11	4.5 star rating - Precise and spacious sound, ...	6	8
1688908	ASY25YMTIC2A9	B00KJJW36G	Steve	5.0	2014-07-17	HEOS 3 and HEOS 5... An outstanding speaker sy...	3	4
1688911	A1RL1OTV8IJMVD	B00KJJW36G	William Grose "Tzu Crazy"	4.0	2014-07-11	Decent sound, but just a little rough around t...	10	12
1689070	AJSY9J9GQWCJQ	B00KWHMR6G	Accutronman	5.0	2014-07-10	Best Router on the Market I replaced the R7000...	3	5
1689071	A29I6KU691TY6K	B00KWHMR6G	Amazon fan	5.0	2014-07-08	This router is worth every penny of its price ...	11	21
1689072	A2JFPZ4IP7H8RW	B00KWHMR6G	blahblahblah	1.0	2014-07-14	Does not work with Chromecast I want to like i...	2	5
1689073	AC4LNN133SB	B00KWHMR6G	Chris B. "Creative Tech"	4.0	2014-07-14	A Beast of a Router! Let me get the disclaimer...	13	15
1689074	A1X3GP5SODZT8T	B00KWHMR6G	Jerry771	1.0	2014-07-16	I should not have assumed my experience would ...	2	6
1689076	A3U41ZL33SS92P	B00KWHMR6G	Kevin Nicholls "jaded, aging hipster"	2.0	2014-07-18	Your mileage may vary. For example, mine's pre...	5	8
1689077	A254MDH9GJ1HQD	B00KWHMR6G	Maleko "islndsnw"	5.0	2014-07-15	Working throughout my house now, thumbs up! W...	9	11
1689078	A15J71JLC29KPW	B00KWHMR6G	Mary Jo DiBella	1.0	2014-07-12	Major problems. This is going back today. I k...	5	14
1689079	A2CLSQRE9Y7BY6	B00KWHMR6G	moman	3.0	2014-07-12	Released without being tested properly Drops c...	5	11
1689080	ALKKLCD4M8Z68	B00KWHMR6G	Monchos	5.0	2014-07-09	The best and last router you will ever purchas...	8	15
1689081	A16RSAY1DXB6PI	B00KWHMR6G	Ninjawithagun	5.0	2014-07-18	OUTSTANDING ROUTER!! I recently purchased the ...	4	4
1689082	A2IJQZE9BKT1PH	B00KWHMR6G	Scott D. Nelson	5.0	2014-07-10	OMG!!! I am so happy I could (well have a be...	28	32

	Topic # 01	Topic # 02	Topic # 03	Topic # 04	Topic # 05	Topic # 06	Topic # 07	Topic # 08	Topic # 09	Topic # 10
0	traffic	tomtom	europe	map	60cx	unit	unit	watch	mount	gps
1	feature	m	european	gps	file	route	map	time	dash	unit
2	phone	mytomtom	dog	unit	geo	time	update	run	suction	tom
3	garmin	traffic	italy	garmin	view	gps	garmin	mile	cup	car
4	voice	home	france	use	pn-40	screen	software	garmin	windshield	case
5	bluetooth	correction	paris	battery	page	garmin	gps	datum	dashboard	good
6	screen	live	north	good	note	map	device	rate	car	screen
7	good	interface	germany	screen	chart	good	new	heart	gps	great
8	gps	min	pedestrian	card	quad	street	time	pace	friction	use
9	nuvi	jam	mis	waypoint	obtrusive	road	problem	battery	garmin	power
10	t	popup	cat	topo	belt	turn	product	gps	vent	garmin
11	map	planning	country	great	delete	direction	support	distance	place	battery
12	model	customization	neighbor	compass	lemon	magellan	good	screen	window	easy
13	command	guidance	rigid	device	poi	way	computer	minute	base	price
14	free	ability	fabric	easy	alert	feature	old	good	bag	small
15	speed	menu	raleigh	satellite	regional	voice	work	issue	product	nuvi
16	time	nulink	kid	track	mapsource	address	year	device	bean	device
17	device	love	park	software	logging	trip	day	forerunner	move	nice
18	update	tmc	paper	etrex	installer	name	download	use	plastic	system
19	lifetime	user	grand	hiking	deluxe	destination	hour	day	nuvi	cable
20	old	go2535tm	seeing	time	origin	easy	customer	accurate	portable	thing
21	great	share	escape	feature	purple	thing	service	track	flat	little
22	display	mapshare	property	little	screenshot	mile	issue	workout	surface	usb
23	hand	existent	rome	memory	con	use	lifetime	satellite	pad	size
24	recognition	cellular	venice	trail	video	new	model	monitor	stick	charger

	Topic # 01	Topic # 02	Topic # 03	Topic # 04	Topic # 05	Topic # 06	Topic # 07	Topic # 08
0	gps	tomtom	junction	map	delorme	unit	unit	watch
1	mount	tom	europe	gps	cache	gps	map	time
2	car	traffic	dog	unit	colorado	route	update	run
3	case	t	gpsr	battery	geocach	time	garmin	mile
4	good	service	italy	use	geo	screen	gps	garmin
5	suction	lifetime	european	garmin	ipaq	garmin	device	datum
6	unit	mytomtom	france	good	file	good	software	rate
7	phone	m	park	screen	pn-40	traffic	new	heart
8	garmin	live	north	card	query	map	time	pace
9	dash	update	east	great	pn-60	feature	good	screen
10	nuvi	feature	western	device	paperless	voice	problem	gps
11	screen	interface	state	easy	deluxe	street	product	battery
12	cup	datum	germany	waypoint	photo	road	support	distance
13	windshield	home	west	satellite	laptop	turn	computer	minute
14	great	correction	national	topo	residue	direction	work	good
15	bluetooth	xxl	spot	time	application	way	old	issue
16	power	user	country	compass	avid	magellan	year	device
17	use	ecoroute	bracketron	software	folder	nuvi	day	use
18	easy	min	trap	memory	note	easy	hour	day
19	dashboard	code	paris	little	spreadsheet	use	customer	accurate
20	small	menu	card	feature	lemon	address	download	feature
21	cable	share	mis	track	atla	name	model	great
22	usb	camera	cat	small	logging	trip	service	forerunner
23	price	planning	advertising	etrex	driver	great	review	satellite
24	device	jam	geofence	hiking	quad	car	issue	track

	0
title
Google Chromecast HDMI Streaming Media Player	278
SanDisk Ultra 64GB MicroSDXC Class 10 UHS Memory Card Speed Up To 30MB/s With Adapter, Frustration-Free Packaging - SDSDQU-064G-AFFP-A	244
Medialink Wireless-N Broadband Router with Internal Antennas (300 Mbps) - 2.4GHz - 802.11b/g/n - Compatible with Windows 8 / Windows 7 / Windows Vista / Windows XP / Mac OS X / Linux	127
Linksys E1200 Wireless-N300 Router	121
Portta PET0301S 3x1 HDMI Switcher with 3D Support - No power supply needed	113
Mohu Leaf Paper-Thin Indoor HDTV Antenna - Made in USA	112
WD Elements 500 GB USB 2.0 Desktop External Hard Drive	111
5 in 1 Card Reader for iPad	110
SanDisk Sansa Clip+ 4 GB MP3 Player (Red)	109
AmazonBasics Apple Certified Lightning to USB Cable - 3 Feet (0.9 Meter) - Black	107

	reviewerID	asin	reviewerName	overall	ReviewTime	review	upvotes	downvotes	sentence_count	strong_words	strong_count	symbol_count	helpful_review	temp	word_count
0	AVRFGGCCCR6QU	0972683275	Alberto Dieguez "premiere purchaser of random...	4	2010-08-30	Fairly good wall mount This wall mount does everything it's supposed to do. The piece that attaches to the wall isn't overly long, which made it easier to mount the arm in the tight space I needed to mount it in. The only issues I saw was that the joints were VERY tight initially and as we moved the arm around to install it, the joints loosened up to the point where I had to take the included allen wrench and tighten them up again.	3	4	3	[VERY]	1	0	1	nan	nan
1	A26QCCO0101CO1	0972683275	Amazon Customer "jkhinch"	5	2013-02-21	Just what I'd hoped I used this for my 47" Samsung. Its fit/feel is great. Easy installation. Appears strong; although I personally spent way too much on the tv to risk leaving it fully outstretched with too little lag bolts for a long time! It is very convenient to be able to move it away from the wall however and I would feel very comfortable tilt or swiveling if needed. The movement is fluid and easily adjustable.I am very pleased with my purchase.	7	9	6	[]	0	2	1	nan	nan
2	A3QH8VQDE7HZCR	0972683275	costaricachris	5	2010-10-05	Real value for the money Quality was excellent. Instructions were clear. It was not clear about a tilt feature, but there was enough to level it when I finished. Be careful to get the wall bracket real vertical. (I was using it for a 23 inch computer screen so I really need it to be level for reading.) Everything I needed plus lots of extra hardware for different situations.	15	19	6	[]	0	0	1	nan	nan
3	A38FGQVJM18OWV	0972683275	George S. Mitchell "gsmitchell"	1	2010-12-01	What a piece of junk! I checked around Amazon as well as some other sites, and decided these were what I needed. I read the reviews, looked at the pictures and bought two of these. I received them today. I unpacked one of them, read the instructions and immediately filled out the return request for Amazon. These mounts are very, very heavy and require 6, yes SIX, screws to mount to the wall. Are you kidding me? The TVs are only 22 lbs! Two screws in the studs and then more damage to the wall than is necessary. What a joke! And Lag bolts? Ever heard of screws? The other issue is that these are very hard to move. I bought an articulating wall mount for a reason, and I expect them to be able to move without a wrench in my hand.	8	18	14	[SIX]	1	6	0	nan	nan
4	A7R4R9THNELTP	0972683275	LG	5	2010-09-30	Excellent, at any price I mounted this in my RV and it holds a 26" LCD TV / DVD combo. Installation was very easy and the mount works GREAT! I was prepared to pay 5 times the price for a mount that would work as I wanted. I couldn't be happier.	14	19	4	[RV, LCD, TV, DVD, GREAT]	5	1	1	nan	nan
5	A3SXYB8JPQ44LN	0972683275	Marcel	4	2012-07-17	Good product, poor instructions Used this for a Panasonic 32" LCD TV. Mount works fine, instructions were minimal. I was able to use the supplied hardware to attach the TV and to attach the mount to the wall. I did have a problem hanging the TV, per the instructions you have to mount the unit and now attach the TV, this was not very easy so I removed the mounting plate at the pivor point and took it off the wall mount, mounted this on the TV and now re-attached to the TV mount, this was a lot easier.	3	4	4	[LCD, TV, TV, TV, TV, TV, TV]	7	0	1	nan	nan
6	A3AKVALGT4Y02G	0972683275	MICHAEL	4	2008-02-19	can't beat it for the price For the money you can't go wrong. Yes, it has a litlle play in the mechanism but, you can adjust your mounting to accomodate that. It works great and frees up counter space. I would do it all again. Why spend 3 times more.	5	6	5	[]	0	0	1	nan	nan
7	A2I8J6GW1H6LWU	0972683275	Michael	5	2010-09-26	Great low cost mount! I love this mount! All the adjustments for tilt and extension are awesome! Holds a Sony 32in Ex-3000 just fine even fully extended. Even bought another. A++Mike	7	9	6	[]	0	3	1	nan	nan
8	A15K7HV1XD6YWR	0972683275	Musawir Karim	1	2013-02-13	Beware the TV will not center....folding arm lengths not same I consider myself to be a good DIYer. I've installed mounts for my 2 Samsung 46" and 55" LED TVs with no problems for 5 years. So, for this VideSecu mount, inspite of poor installation instructions, I carfeully measured all domensions to fit my new 32" Samsung LED SmartTV in a limited kitchen space. My mistake was, based on the diagrams, I assumed that the length of both the swinging arms of the mount (the single and the double arms) were of the same length. What a disaster! After installing the mount when I mounted the TV and folded the arms the TV did not center itself to the wall side of the mount! It was then that I noticed the inner length of the 2 arms is about 4" longer than the outer single arm. In other words once the arms on the mount were fully folded in towards the wall my TV was not centered in the limited space that I had and looked awful. I don't know why the manufacturer did not keep both arms the same length. At least they shd have mentioned it in the instructions.This to me is a major product defect. Luckily with Amazon I was able to return this mount but had to pay return S&H;.	5	7	11	[TV, LED, LED, TV, TV, TV]	6	2	1	nan	nan
9	A11ZP93TJED4T6	0972683275	Ryan	2	2010-10-01	poor manufacture quality.. The fact that the pivot point on this TV mount was not built straight caused the TV to tilt slightly when it was swung out. there is no adjustment for it, so i had to make a choice for the tv to either be straight and level when it was pushed against the wall, or when it was out. i do not recommend this wall mount.to it's benefit though, it was reasonably sturdy and easy to install.	1	8	4	[TV, TV]	2	0	0	nan	nan
10	A27K5RT7VDB7BU	0972683275	Stephan	3	2010-12-11	It Works But Could Be Better I purchased this mount for my 37 inch LCD TV. Installation was easy... The trouble I encountered was due to a bad wall stud finder. Make sure you have one when you install this mount because you need to screw the mount into a wall stud or at least have one screw into a wall stud.The arm of the mount sags after I hooked up my 37in. LCD TV to the mount. My TV is within the weight limit of this mount (less than 55lbs.) but the arm still sags due to the weight of the TV. I guess as long as it supports my TV, the sagging shouldn't be an issue. It just looks funny from the side. I do retract the arm inward towards the wall to minimize the sagging and it also gives me the warm fuzzy feeling that the arm will be less likely to break off.Overall, for the price this mount is a great deal and works but I would suggest purchasing it for flat screen TVs less than 37 inches. I would not hesitate to buy this mount again but for a 32 inch TV at most.	70	92	11	[LCD, TV, LCD, TV, TV, TV, TV, TV]	8	0	1	nan	nan
11	AGY0KH2D5G9WH	0972683275	Thomas "TC"	5	2010-10-12	Excellent mount Do not listen to other reviewers, screws that this came with are concrete only, there are no wood or dry wall screws. You will!!!! need a stud finder!!! There are 8 holes in total on a mounting plate, so it is plenty enough if you hit the center of a stud. Sturdy,good looking. There is a whole set of machine screws for(my guess)all TV types plus couple of tools that you will need.	18	23	6	[TV]	1	7	1	nan	nan
12	A2JDDUN6YNRYKU	0972683275	Time2Ride	5	2011-12-30	Very good value, paired with VIZIO E320ME 32-inch I purchased this mount based on others comments beforehand and i appreciate the guidance. The problem with wall mounting flat screen TV's is to make sure the hole pattern of the mount lines up with the hole pattern on the TV you buy. I'm using this mount with a VIZIO E320ME 32-inch and it works perfect.	3	3	3	[VIZIO, TV, TV, VIZIO]	4	0	1	nan	nan
13	AMAR6CIOZUQO4	0972683275	T. McKendry	4	2010-09-18	Sturdy and an excellent value ... I'm using this to mount an older SyncMaster 191T above my desk and was pleasantly surprised at how sturdy it is for the price. Installation was simple, though I used the screws from the original monitor mount for the plate attachment, as none of those included would work with my monitor. The tilt mechanism requires loosening a bolt and then adjusting the monitor to the desired angle. I would have preferred another 10-15 degrees of vertical tilting capability, but what is available will be fine for most applications. I posted a couple of photos that shows it mounted.Overall I'm very pleased with the purchase and would buy again should I need to mount another small display.	3	4	6	[]	0	0	1	nan	nan
14	A25M2X8KHSS2NC	0972683275	Ultimate Ducky "Ultimate Ducky"	2	2010-09-04	Poor Quality Control, May Block the Ports on Your TV Unfortunately, I'm returning this mount.Though I like the look of it, particularly the two part plastic piece that clips to the wall mount portion to cover the bolts, I feel that the one I ordered wasn't well made.I purchased it to mount aLG 26LE5300 26-Inch 720p 60Hz LED LCD HDTVin our kitchen.The mount arrived quickly and was well packaged. Unfortunately, the arm was welded to the wall bracket at a slight angle, meaning that regardless of how it would mount it and the LCD would never be level.Also, the powder coating near one of the bolts had come off and I could see some rust already forming.I decided to see if the mount would be the right fit for the tv before returning, figuring I would just get a replacement and hope for the best. I'm glad I did because this led me to find two other issues.The first one I blame on the manufacturers, the second I would consider a design flaw of the LG lcd.The first issue is that the screws supplied to attach the bracket to the tv are too few and two short. The screws are only 12mm long, and would barely catch in the threads of the TV if they weren't recessed at all. Most mounting threads on lcds and plasmas are partially recessed. I stopped by my local Lowes and picked up two packs of similar screws (M4-70 or something to that affect). $0.80 a packet so not much of an expenditure, just a big hassle. I needed 20mm long screws to mount this to the tv, so a pretty fair difference over what was supplied. The manufacturer supplies several different thread and gauge options, but only one shallow length of each set.The second issue is that this universal mount covered the power and HDMI ports on the back of the 26le5300. Again, I think this is more of an issue with the tv then the mount, as they're situated rather high and central. Either way, it's something you'll want to check on your tv before ordering this product.I actually returned this and in its stead purchased a similar mount from the same company. TheVideoSecu Swing LCD Wall Mount 20 inch Extension 55 lb loading capacity for LCD TV Monitor Flat Screen VESA 75mm/100 mm 1USgets very high marks from me. It's basically the same arm with a 75x75 to 100x100 VESA head on it. This second arm did not have any of the manufacturing errors of the previous model and fit the back of my tv perfectly.I understand that it's a very affordable mount, and that most of my issues may have been resolved with a replacement. However, I just can't give this mount any higher rating than I have.	8	15	15	[TV, LED, LCD, LCD, LG, TV, HDMI, LCD, LCD, TV, VESA, VESA]	12	0	0	nan	nan
15	A2ZMEHV9S4FXV5	0972683275	venividivici	1	2011-06-09	Junk, sags, wobbles, crooked, Rusted If less money had been spent on packaging and more on quality, it might be a good product.The product was double-boxed. The included level was broken. I would prefer to use my own level and have good hardware instead of junk on both counts. One of the pivots on the arm was so badly rusted out of the box it seemed to compromise the whole system. Despite 6 huge lag screws and strong arms, the joints are not strong enough to keep the mount level as it extends and articulates. Each time I moved it it had to be re-adjusted to be level. The hardware had to be tightened so much to keep it from wobbling, it made moving it very difficult. I used a 26" tv.The whole thing went back in the box for a refund.	14	19	8	[]	0	0	1	nan	nan
16	A3LDPF5FMB782Z	1400501466	Alan Houston	5	2012-05-03	The BEST Color E-Reader - With Bonus Features The Nook Tablet, in both the 16gb version and 8 gb version, are the best color e-readers of 2012. Both are bargains when purchased at the discounted price Barnes & Noble provides to its members.However, they are designed for reading...if you want a gaming tablet, a Skype video tablet, or need access to thousands of apps, you need an I-Pad.I have owned a "Brand X" color e-reader for about a year, but seldom use it for reading because it causes eye strain. I have a Nook Simple Touch e-reader that is wonderful for books, but its e-ink screen is black on white only, which does not work well for colorful magazines such as "Automobile" or "National Geographic".Barnes & Noble has an offer that enables its members to buy the Nook tablet for MUCH less than the price quoted by internet vendors, so I took advantage of their offer...plus the staff of my neighborhood Barnes & Noble were very helpful, and invited me to classes they provide to teach new owners the in's and out's of their new tablet. Mine is the 8gb version, which works as well as the 16gb version. I added a 32gb memory card, so my Nook has more storage for books than I could ever fill.The Nook Tablet is the best of both worlds. It is easy on the eyes for long reading sessions because its screen was designed to prevent eye strain. The fonts are very clear, very sharp, and have very high contrast, enabling you to read with the screen set at a very low brightness level, eliminating eye strain. Independent tests have verified that the Nook tablet has less reflection and glare than any color e-reader or color tablet, because the screen's glass cover is bonded directly to the LCD, eliminated the air gap that causes glare.The vivid color makes magazines "pop" even more than their paper versions. Barnes & Noble adds a special "text only" option for magazine articles that make it easy to read the text by enlarging the fonts and putting the text of the article in a single long file.The Nook "shop" does not work as well as the Nook website on the internet for searching for specific books or categories of books. So, I downloaded the Dolphin HD browser from the Nook shop and use it to look at the Nook shop's book inventory. The Dolphin browser uses tabs, so I can put two or three books I am considering in their own tab, and switch back and forth.The Nook Tablet has Pandora Radio installed, so I can listen to my favorite music while I read books. The sound is weak through the Nook tablet's puny speaker, but wonderful through good earbuds. I also transferred about fifty of my favorite CD's to the Nook's memory card, so I can listen to music even when I am not near an internet connection.When I get tired of reading, the Nook tablet lets me watch movies and tv shows on Netflix or TV.Com. Movies on Netflix look wonderful, because the color balance on the Nook tablet is superior to that of any seven inch tablet currently available. Skin tones are difficult to get "right", but the Nook tablet does a great job.Many reviewers make the error of comparing the Nook Tablet to full-blown tablets, such as the Apple I-Pad. The Nook Tablet is designed to be an e-reader, and for that purpose, it is superior to any of its seven inch competition. The fact that it includes Pandora Radio and Netflix is a bonus...but it IS an e-reader. The Nook Shop has a relatively small number of apps, each of which has been tested to verify it works well with the Nook tablet's seven inch screen...most Android apps are designed for a three inch or four inch screen.The reading apps for children are impressive. Last week I downloaded a free children's book that combined the best of the "book world" and the "video world". The book played music in the background...as a character walked through a field, the flowers were swaying in the wind. The book provided an option to have a character read the book out loud, and an option to turn the voice off, so your child can read the book to herself. Many of the children's reading apps are free, or cost less than $5, a bargain compared with the $15 or $20 children's books sell for in stores.The Nook website offers a "book of the day" for adults and a "book of the day" for children. The illustrations in the children's books take advantage of the Nook's color screen. Yesterday's children's book was "Mary Poppins", a bargain for $2...but the REAL Mary Poppins seems a bit scary compared with the Julie Andrew's Disney version.For people who want MORE than just the world's best e-reader, Amazon.com sells a $35 SD card that converts the Nook Tablet into a conventional Android tablet with full access to Google Play and its vast array of Android apps. Just put the N2A card into the Nook's card slot, and restart the Nook. When you want to use it as just an e-reader, take the N2A card back out. Best of both worlds...the best seven inch color e-reader becomes a very good seven inch Android tablet.	3	4	27	[BEST, MUCH, LCD, HD, CD, TV, IS, REAL, MORE, SD]	10	0	1	nan	nan
17	A1A5KUIIIHFF4U	1400501466	Anonymous "Anonymous"	1	2012-03-24	This thing is a junk kids toy. Have no idea why people love this thing so much, you can't load any applications unless they are from the Barnes & Noble store and you can't even download the free version of Angry Birds.Apparently Barnes & Noble is worse than Apple at remotely disabling Nooks they deemed rooted by end users. You have less control of this thing than you would your TV.The root kits are useless for this OS version 1.4.2 and the instructions to root / jailbreak it read worse than rocket instructions from annoying geeks !It is an overpriced Barnes & Noble franchise in your dumb little hands and you're well served keeping your receipt and refunding it.	4	9	3	[TV, OS]	2	1	0	nan	nan
18	A2UL4M5SXL7L0A	1400501466	basieswings	5	2012-07-15	Excellent hardware, boot from SD for full tablet functionality I bought this for my husband for his birthday after trying it out in BN and seeing how amazingly responsive it is. I did a lot of research and put a lot of thought into it, almost buying him a kindle fire because I thought it was more "manly" looking. After much consideration and comparison of hardware, I opted to get this one. The big selling point for me the fact that it can boot from the SD card. I have seen the N2A (Nook2Android) SD cards here on Amazon and wanted him to have that functionality but didn't want to pay that much for one, so I did some googling and figured out how to make one myself. I purchased a 16GB micro SD card and in about an hour and a half, had the thing booting to CM7 from the SD card, and now it has full tablet functionality. It runs AWESOME, super smooth and very responsive, full tablet capabilities including running 3rd party apps and access to the google play store, and all without rooting or voiding the warranty. All he has to do to put it back to stock is remove the SD card (which he never does! It is pretty much useless in its stock form unless you only do light web browsing and read ebooks) My husband LOVES it and couldn't be happier with it. He uses it every day. The only thing it doesn't have that I consider a negative is a camera. MY tablet (Acer Picasso) has a camera and I do actually use it quite a bit, but my husband says he wouldn't use one on a tablet so it doesn't bother him anyway. He also dowloaded Kingsoft Office and now uses this for work as well. Unbeatable hardware at an unbeatable price.... and don't let the restrictive stock software stop you from buying it... just go around it!!!	11	11	15	[SD, BN, SD, SD, SD, SD, AWESOME, SD, LOVES, MY]	10	4	1	nan	nan
19	A2FHM5FB0BXKGA	1400501466	Dr. Elaine O. Chaika "book, movie, tech lover"	5	2012-02-16	Outstanding 7" Tablet Months later, I am still happy with this Tablet, but you should know 2 things. One is, you'll get it for $224 if you're a B&N; member. Also, if you go online, often they have a deal such that if you buy a year's subscription to the NY Times, they reduce the price of the Tablet. To get the member's discount, you're better off going to a B&N; store. BUT THE BIG THING is, if you already own Kindle books, Barnes and Noble stupidly don't provide a Kindle app, HOWEVER, you can buy the cheapest n2a card, either on Amazon or on n2a.com. This allows you to boot your Tablet up as a full Android tablet (like the $500 ones), and you can get the Kindle app on that. There's no problem accessing your Kindle books on the Nook. Since, as noted below, the Nook eReader is beautifully designed, much better in my opinion than any Kindle, so I use my n2a card only when I'm reading a Kindle book. I find B%N and Amazon charge about the same for books. There are some books on Nook that Kindle doesn't have, and some on Kindle that Nook doesn't have. However, only Nook has the Page Perfect editions and the Enhanced editions of books with embedded video, audio clips, and animations.One other thing: the Nook has a tab for "My Stuff" so you can download music, pictures, videos and documents easily onto the Nook. You don't have to buy music for it. Use what's on your PC or what you rip from disk. I am doing a project of editing and making slide shows of over 4,000 pictures. For that, I bought a 32 disk san drive for the Nook to download the pictures to and to work on them using a Nook app. I don't know how you could do that on the 8 gig Fire. I don't know if you can put pictures on the Cloud for the Fire. However, I can make many different slide shows and digital albums on the Nook Tablet without any Cloud.I got this and the Kindle Fire on November 16, 2012. Then came days of comparing them side by side. You can see my review of the Fire on its page's customer reviews, so, how about the Nook? First of all, if you want one, get it from Barnes and Noble. It cost $199 with a year's subscription to the NY Times. Even without that discount, it costs $249 with free shipping (and, this month the NOOKcolor Tablet is only $149!)Hands down, for the money there is no finer Tablet than this Nook. Some reviewers say they're going to get a Sony or a Galaxy for their features. I have no quarrel with that, but you pay for those features. Sony and Galaxy are fine tablets--I've tried them out, too. However, the Sony is on sale for $399.99 this month, and the 32 bit is on sale for $499.99. Comparing it side by side with the Nook, the Sony salesperson said, "Wow! it's as good as the Sony!" Yes, and for about the half the price.Another salesman lamented that the Sony doesn't have the Netflix app, which comes with the Nook. Of course, Sony wants you to buy their movies. Barnes & Noble just wants you to buy their books, which is fine for a Bookaholic like me. B&N; has 2,500,000 titles available, over 1,000,000 free. Since they have a lot of earlier editions of books, Book Freaks like me can purchase those or get them free. They even have a Page Perfect series which are facsimiles of beautifully designed books. What you see on your screen is what a reader in 1867 or 2007 saw, brilliantly illustrated and unusually printed books. You'd pay a fortune for them in their original editions, not $3.99. Many children's classics are in this series, but also adult books, like Butterflies.The Nook also has Enhanced Editions with audio and video clips embedded in the text. Some of the old books are also Enhanced. Changes because of misprints or other errors in the original are underlined. You touch them, and can see what the original had. One of my Nook Books is a collection of Kafka. You touch underlined passages and up pops a picture of the street Kafka has mentioned, or of a notable person he's alluded to. In general, eBooks are superior to paper if they are on a Tablet with access to the Web. You read in more depth, and can envision what the author is writing about without interrupting your reading experience. The Nook's connection to the Web is as fast as your wifi and is accessible with two clicks: Look up and Google (or Wikipedia).The Nook comes with Pandora and you can also download music from your computer using the USB cord which comes with the Nook. Pictures, videos and documents can all be downloaded to the Nook, which has built-in folders for each, and, if the 16 Gig iof the Tablet is not enough for you, you can put a 32 Gig or smaller SD card.That's not all! If you're App happy, you can buy the N2A card for the Nook Tablet, which gives you every App in the Android Marketplace without rooting it and voiding the warranty. I myself have been happy so far with the thousand or more apps available for the Nook, with new ones being added each week. Truthfully, if it's apps that are what you want most in a tablet, the way to go is the iPad--for $600-$700 at the least.I gave my granddaughter a Nook Tablet. Many of her friends have iPads; however, she says, she can get the same apps as her friends do. Using the Drawing app, she designed her birthday party invites on her Nook and then emailed them also using her Nook eMail. She says she prefers Angry Birds on the Nook. I can't comment. Angry Birds don't tempt me, but I do play some games on my Nook.The Nooks have no cameras or Face Time, but with the money you save by buying the Nook, you can get an iPhone which does have both. If you want features like that in a Tablet, it costs $500 or more plus monthly data fees. No data fees with the Nook, of course, although you can browse the Web with ease and speed, depending on your router.You can stream movies and TV stories with ease on the Nook. The picture quality is excellent if your wifi is. I'm in a rural area with no 4G, but I still get crisp, clear movies with my wifi device. Apps standard on the Nook are Hulu, Smithsonian, Showtime, and Netflix. There may be more sources of flicks on it, but, truthfully, I haven't looked--and, since they add apps every week, you have to keep looking.If, like me, your primary use for a Tablet is reading, the Nook is tops. Their eReader is elegantly designed and beautifully intuitive. It even tells you how many pages are left in the chapter you'e on. Notice, it displays page numbers, not "locations" like the Fire. If you can't remember who a character is, put your finger lightly on the name. 5 popups show instantly. Touch Find, and in a second you have a page which lists every page that word has been on, complete with it sentence. (You can do this with place names as well.) The other choices are Highlight, Note, Share, Look Up. The Share lets you highlight a passage and send it to your Contacts--not social networking sites. For those, you use the Share option in the menu at the bottom of the screen. My friends tell me they love getting these passages from me. Of course, I choose those that are witty or relevant to a discussion we've had. Other reading options are Go to Page, Back, Find (for when you want to type in the search screen), Contents, Text options, Brightness and Discover. This last shows you other books on the subject you're reading about or by the same author.In short, as an eReader, the Nook is tops. As a Tablet, it does well, although not as well as those that are way more expensive. Actually, everything it does do, it does very well. It just doesn't have certain features--but that is true of every Tablet I've seen except the iPad. As of now, the iPad's picture quality is not as good as the Nook's or, for that matter, the Fire's. The iPad3 will have hi def, however.	17	19	81	[NY, BUT, THE, BIG, THING, HOWEVER, PC, NY, USB, SD, TV]	11	5	1	nan	nan
20	A6VFSC0BW75Y0	1400501466	Frederick J. Haab	2	2012-01-04	People shouldn't be surprised about what it is, but still disappointing. I pulled the trigger on three of these on pre-order back in November. I'd cancelled my order for as many Kindle Fires because I felt the technical specs justified the extra $50 for the Nook Tablet. I also appreciated more onboard storage and expandability since we're a four person family and I drive ... all three were for my wife and kids and not me, and I expected they'd be used on the road a lot.I think that by the time anyone reads this they should know that the tablets (both Kindle and Nook, to be fair) are tied to their respective distributors. That didn't come as any surprise to me, I fully expected it. I knew that, without modifying the device (not really acceptable for your average person, if you ask me), I would be stuck with B&N;'s app store. What I didn't know was how woefully limited that app store really is; it pales in comparison to Amazon's and doesn't even register when compared to the android marketplace.My daughter got hers first (a late birthday present). For the most part, she was satisfied with it. I made sure wifi was available throughout the house; we downloaded a couple of apps (Angry Birds, of course, and a drawing program). The first thing to notice is that the B&N; app store has a tiny selection of free apps. The ad-sponsored version of Angry Birds can't be found, but for a couple of bucks I didn't mind paying - I paid for the non-ad version for my phone, too.Netflix works as well on the tablet as it does on any other device in my home (PS3 and a bluray player, both hardwired networking) as long as wifi connection is good. Her other use was email, and since she hardly gets any, the built in app was OK.The other two tablets I purchased were for Christmas for my wife and son, and that's where the problems started. My wife gets copious amounts of email from several different accounts and likes to keep it as neat as possible... she also uses her smartphone and computer and doesn't want to have to delete things three times. The built in email application absolutely sucks. You can't even empty the trash to completely delete messages you don't want. We experienced this on our phones and installed the highest rated email app we could find on the android marketplace, which also happened to be a FREE app. B&N; makes nothing by distributing free apps in their marketplace, so this app was not available at all, and the selection was slim for other apps. Even the touchpad app that people were using to syncronize with Microsoft Exchange servers apparently doesn't work (and is very expensive for an app).As I mentioned, I knew I'd be limited to B&N; app store - I just didn't realize how limited that app store was.My wife then started getting a bunch of free samples of books, and bought several of them. They all downloaded except one stubborn one. That book would load just fine on all the other Nooks in our house (the other two Tablets and we have two original Nooks, as well). I sent an email to technical support and received the usual "we got your request and will reply as soon as possible" message, along with the addition that they are experiencing a high volume of help requests. That was a week ago and we still have not heard back. After a few days, though, we physically took the Nook to the store to get help. Nothing worked; off/on, archive/unarchive, even de and re-registered the device (losing our wifi and email configs in the process). This book still will not load.We finally "side loaded" the book, which required installing a program on my wife's PC (which is very annoying in itself) and we were required to create an Adobe ID (how much spam will we get from them, I wonder?). After side-loading the book, it has no cover art... more annoyance. That book still won't download correctly, even after they told us it'd be fixed in 48 hours (that was five days ago).I am not one to "root" products like these (especially since they aren't "mine," as I won't be the one using them). As the "guy," it seems I'm responsible for all technical support in the house and didn't want to deal with the ramifications (or, frankly, even take the time to run through all those steps to do it). It's not that I can't, it's that it's a pain in the buttocks and I simply shouldn't have to. We were not asking for the world, we were asking for a table that had Nook e-reader software and allowed a few other niceties. I wasn't expecting an iPad for $250, but I was expecting working software and a functional email program.It's technically not a bad tablet - the screen is bright and clear and responsive; the UI is decent (although I prefer the four buttons on my android phone over the single big "n" button on the Nook). It's solidly built and sturdy; with Angry Birds and Netflix as my only benchmarks I can say they both run much better than they do on my phone, with no pauses (that I saw) in Angry Birds at all.However, the accumulation of annoyances was a bit too much for me (let's say there was a nagging voice coming from somewhere... the other side of the bed). I am returning all three - luckily B&N; has a holiday policy that will allow me to return them, which is very cool of them. They have not lost me as a customer; I have my books purchased from them and will continue to buy.I hope them the best in the future; it was a nice try. If they just weren't so tight fisted about control over content (especially apps, in this case) I'd have stuck with it. Technically speaking, the device is quite good and, at the current time, IMO, the hardware is worth the price tag. I wouldn't mind being limited to the B&N; app store if they actually offered more apps... a LOT more, as they have practically nothing compared to what's available for the android community at large. Again, I'm not asking for an iPad; I know the iPad can do some really cools things this Tablet can't, just something to make the "tablet" part of the Nook Tablet more worthwhile.I imagine they'll fix glitches with the download problem, too. I'm not the only person who had a problem, but I think everyone else managed to find a solution (besides side-loading). Keep in mind I generally know what I'm doing and tried everything, and the "expert" at the brick-and-mortar store couldn't fix it, either. The lady from Glee didn't come out and entertain us while they fixed our tablet, either... that was disappointing.So that's my review - it's decent hardware hamstrung by a few bugs and tight fisted control over content. Some will argue that it's not meant to be a tablet, it's meant to be an e-reader, but let's be honest - it's marketed as a tablet; it's called the Nook TABLET. It doesn't have to be an iPad, but it should work a lot better than it does at being a tablet.	5	5	43	[OK, FREE, PC, ID, UI, IMO, LOT, TABLET]	8	1	1	nan	nan
21	AQNEQQ96MKX3Y	1400501466	Gojira Neko (godzilla cat) "widowpress"	4	2012-02-27	GREAT .cbz (comic file) reader an more! I went to a few places just to try testing them out, best place to test them out first hand was BN. The people at Walmart didn't want you near them, and didn't know ANYTHING about them. Best Buy was pretty much the same, except you could 'sorta' test them out. BN though had people trained to know EVERYTHING about them, even the stuff that was not listed about them on the BN website.First thing not listed: if the Nook Colour can do it, so can the Nook Tablet. (for instance... read .cbz files without installing any extra apps)The 16gb model was much more responsive than the 8gb, so to me it was well worth the extra 50 bucks.Add to that that currently if you buy one at BN and don't like it, you have 2 weeks to return it for a full refund as long as it is still in new condition (so no attempting to root the device, which from what the rep told me will brick it unlike the Colour)that pretty much sold me, I found a place with micro SD cards on sale, bought a few, and took my Nook home.Pros:The screen is AWESOME! I use it for reading .cbz comics and .pdf files more than anything. The missing gap between the glass and screen made reading much better. Also the response on the touch screen was great.much better response time at turning pages, launching apps and using the inet that other tablets in the budget rangenative flash supportnative .cbz support (main reason I bought it)supports almost every popular ebook format except for .mobi (which can be converted to epub or .pdf anyway)good size for holding one handed for reading and lightweight (under a pound)battery life... 11 hours+ with wifi off, 8+ with it on, I tried it out and watched lots of movies and did some reading on it without it coming close to dying on me.a test drive opportunity if you buy it at BN and dont scratch it up or anything. I like the idea that I was able to take it home and so if it actually does everything that I want it to do wihtout a fear that I'm stuck with it for good.also if you buy it from BN you can buy an 'oops' return warranty (which means if you spill coffee on it or drop it, it can be replaced)affordable if you go without things like eating out 2x a week for awhileCons:lack of Android Market, lack of some apps I would like to see on the BN market (such as Google Music app) no sideloading apps at the moment either. That being said, this also means that apps available from BN will actually work with your Nook, there isnt a quantity over quality in the app store either. This means that if you've bought an app from Android market, you will have to buy it again if you want to use it on the Nook.The screen. trust me, I love it. But unlike other tablets where if you crack the glass you just have to replace the glass, on the Nook if you crack it, the screen is toastno front facing camera (or any camera for that matter). The ability to use Skype would have been nice, but wasn't a complete necessity. I've had many friends with tablets that had a camera that swear they never used it even once, and thinking about it, I wuld seldom use it either since most places outsite of my house that I will use it are places where video chatting would be frowned on, like Starbucks or the libraryno bluetooth, which to me didn't matter, but it seems to be an issue for some people. There IS bluetooth, but it's disabled and there isn't a way to enable itno GPS, this would be nice, unlike bluetooth, I would actually use it.mono speaker instead of stereo, again seems to be an issue for other people, I plug it into the minijack on my surround sound at home or the jack in my car stereo when I'm on the road though and its just fine. I use headphones if I'm out and about. Why on earth would I care about speakers that I never use anyway?no .flac support. a good chunk of my digital music now is .flac. it does have .ogg support thoughno .avi support. again, a massive portion of my movies etc are all in .avi format. It does have .mkv and .mp4 support though, so from here on out I will just have to rip my video files in those formats if I plan on watching them on it.lack of decent accessories selection. lets face it, the case market seems to be geared toward people that worship at the church of Steve, and the availability of accessories shows it.	6	6	24	[GREAT, BN, ANYTHING, BN, EVERYTHING, BN, BN, SD, AWESOME, BN, BN, BN, BN, IS, GPS]	15	3	1	nan	nan
22	AW3LX47IHPFRL	1400501466	Lologuy "cracked PDA"	5	2012-06-16	Great if rooted Nice specs with nice screen. Not worth the price with just the stock operating system, might as well save the bucks and buy the cheaper color model. You cannot use the larger 16gb internal memory to load your own files as the bad boys at B&N; restricts your access to only 1gb of that memory. UPDATE: Because of the unhappy owners B&N; will relax this restriction when you take the unit into their store and reserved space will be changed so you get 8gb free space.As is, the unit is SEVERELY crippled from making full use of its outstanding specs. Turn this baby into a great Android tablet by "rooting" it - easily and painlessly done by buying one of those SD card based kits. I got a 32 GB card with the root kit and I now have full access to Android apps with the ability to revert back to stock is if desired. You can now get all these capabilities on a really good performing tablet for well under $130 (like new used) but remember you get a unit that's a generation old and doesn't have bluetooth, gps, and hdmi out like most other newer tablets have.	3	3	7	[UPDATE, SEVERELY, SD, GB]	4	0	1	nan	nan
23	A1E3OB6QMBKRYZ	1400501466	MagnumMan	1	2012-10-13	Not a Real Tablet If all you want is a tablet for reading B&N; books and periodicals and maybe playing the occasional cheesy game, this is for you. Otherwise, pass.This is listed as an Android tablet but it's not. It's Android on the surface but it can't access Google Play and instead uses the B&N; app store. This means paying for apps that are free elsewhere.Also, my unit takes an incredibly slow 2 minutes to boot, drops wireless signals that are strong and includes a browser that has the speed of a 90s drug store computer.Wonder where the camera is? It's at the factory -- there isn't one. Forget Skype or face to face video chatting.Spend your $200 on a real tablet.By the way, not a slap at Amazon, just the tablet itself.	6	6	6	[]	0	1	1	nan	nan
24	A19N3S7CBSU6O7	1400501466	OregonBay " OregonBay - 1999 to 2014"	5	2011-12-01	Nook Tablet The Nook Tablet is a solid hybrid tablet/eBook reader. It excels at eBook reading, and has many functions as a tablet as well. This is a minor upgrade for Nook Color owners, but a major upgrade for those going from the Nook or Kindle eInk display reader.Pros:7" VividView IPS touchscreen, bonded for glare reduction. This is the best IPS screen on the market in this class of device.MicroSD card slot, for up to 32GB of extra storage.Built-in Microphone for voice recording, particularly usefull to "read" books to your children without having to physically be there.Reliable Wifi card.1 GB built in RAM for smooth, fast video.Netflix and Hulu.eReader bests the competitions.Easy to root, if that is something you would do.Cons:It's $50 more than some low end hybrids.Much like the other low end tablet's, it runs on Android, which is not the best tablet experience.Limited apps, although the list expands almost daily.Overall, this is a great device and although it is $50 more than some of the competitors models, it is also a far more refined product which doesn't have many of the problems of the others.Highly recommended!	33	39	4	[IPS, IPS, GB, RAM]	4	1	1	nan	nan
25	A1ZJF8YB4LZ356	1400501466	SCCGAC	1	2011-12-19	Tablet Good, support terrible The customer support people at Barnes & Noble site are clueless. They are useless for providing help. If you buy tablet, you are on your own. In the store it is the same.	7	13	4	[]	0	0	0	nan	nan
26	A2ENZ4FESUXXMT	1400501466	Steve Cohan	5	2012-03-12	GREAT TABLET, IT IS WHAT IT IS I was looking at expensive tablets that were more like mini notebook computers. I already have a high end notebook. I wanted something that was very portable and not combersome to take on trips, go to coffee shops and etc. I wanted the ability to get email, do limited surfing and read books. The Nook works flawlessly and the display is really nice. I have an N protocol router and the Nook is quick on the Net. I read some negative reviews here. They appear to be written by folks who want to take a $200 unit and turn it into a $500 unit with various apps and other applications. Here's a news flash for the naysayers. Go out and buy the $500 unit and quit complaining. If you want to read books, surf and get email, you'll like this unit.	9	10	11	[GREAT, TABLET, IT, IS, WHAT, IT, IS]	7	0	1	nan	nan
27	A2ILMCJBXWF5TS	1400501466	Steve "Steve (Walnut Creek, CA, USA)"	1	2012-01-02	Very Limited Unless You Modify It Update 2-Sep-13:Put on CM 10.2.2 (Android 4.2.2) last week. I've got to say, it's nice. Fonts are small, though one could choose dpi if they had visual issues (google this). Netflix works, and the UI is really quite nice - pretty much no need for Button Savior, battery life is same as CM7. In general I like it better than CM7. My major hardware dislikes are headphone jack requires a little wiggling sometimes, no BT, no GPS. Seems to charge fine with a normal cable.At this point I lean toward Samsung tablets - I like the IR and the microSD slot.===========================Update Jul 2012: I've installed Cyanogen 7, which works with button savior. I had trouble installing from .zip booting into recovery but was able to install without a hitch using a bootable microSD card. Fonts are sometimes a bit big, as is line spacing, but in general, CM7 frees you of the B&N; walled-ness, even as somewhat mitigated below. Netflix doesn't work, and Google Chrome won't run on Android 2.3. Headphone jack a bit intermittent - need to wiggle wire sometimes.===========================Original review, Dec. 2011.===========================First I give a summary, followed by the details if U are interested. I hope people will read reviews here, as, if you say much at all on B&N;'s site, they don't post your review and don't allow you to modify it so that U can post it!:A Nook Tablet could be quite good if you only want to:- Read ebooks purchased from B&N;- Browse the web on a tablet- Play a small selection of games, having to pay 3-4X normal Android/Apple pricesGet something else or modify it if U want to:- Buy a full selection of games/apps- Pay the same price for a game as U would on an iPhone/iPad, Android Phone buying from either the Android Marketplace or Amazon App Store.- Play music where U can sort by artist, album, genre, etc.- Play mpeg videos- Watch YouTubeIf U are willing to do a bit of work, you can do all this by modifying the device. I used it rooted with the modifications described below for 11 months, before installing Cyanogen 7.2 on it. This is a huge improvement over rooted with the below modifications - it's essentially a normal 7" Android tablet now.The Details:============My daughter got a Nook Tablet for Christmas 2011. She'd been saving for an iPad (~$500) but at the rate she was saving, we took pity after a year and a half.While she does read (and so do us parents), she also wanted to use it as a music player, and a movie watching device while away from wireless in the car, on a plane, etc, and she wanted to play some games.I did my reading and we seriously considered an iPad for the family with each of our 2 kids putting in $150 or so.I read about the Kindle Fire and Nook Tablet - the Fire only had 8GB of onboard storage at the time, and no micro SD slot. A deal-breaker. This was pre Samsung GalaxyTab, Nexus, etc. Since the Nook Tablet has 16GB and a micro SD slot, we went to a store to take a look. Sales guy was good, and the device hardware shows well. Once we got it home and were doing more reading about setup, we found the first of our issues:Issue #1: Onboard Memory========================Of the 16GB of storage, you can only place your own items in 1GB. The rest is for B&N-purchased; content. 1GB is not enough for a music collection, or any significant amount of video. A 32GB Class 4 micro-SD card was also in her stocking, having read about this ahead of time.Once she unwrapped it and we set it up (easy enough), annoyance #2 showed itself:Issue #2: App prices and quantity=================================2 Examples: Angry Birds and Fruit Ninja.- BN Market: $2.99, $3.95.- Amazon's Android Market: $0.99 (ad-free), with free ad-supported versions available- Android Market, $0.99 for either, plus free, ad-supported versions available.- Apple App Store, $0.99 and $0.99, plus free, ad-supported versions available.YouTube: free/pre-installed on all Android/Apple phones/tablets I know of, not available on the Nook Tablet, not in the Nook store.I didn't buy either game, but instead looked back to some of my pre-Christmas reading - U can load Amazon's Appstore without rooting the device, esp. if it's running v1.4.0 of the software. I got that working and bought $0.99 ad-free Fruit Ninja and Angry Birds. While I was at it, I side-loaded a few other apps by e-mailing them to myself and web-browsing to get them, and got usb drivers working on an XP laptop so I could sideload via adb over usb.I wasn't home for Christmas, but I did have my work laptop which has music on it. I copied some over and began to use the music player....Issue #3: Built-in Music Player Limitations===========================================The built-in music player in Android is decent - has been since Android 1.5 - the first version I used. U can, generally, sort by artist, album, etc, and the UI has dark backgrounds rather than white. The Nook built-in music player doesn't allow sort. For this, I didn't want to buy a music player, so I went ahead and rooted the device and installed Honeycomb's (Android 3.0's) music player, which is free. Also put the standard Android YouTube app on since I could now access the Android Market. The problem wasn't quite solved, because changes to the SD card (adding files) weren't recognized. I tried Winamp, Songbird and Android 4.0's music player when ICS came out. They had the same issue. TTPod does work - you can manually refresh at any time. I now run Cyanogen, whose music player (modified stock android to add gesture support) works just fine. They were aware of tablets when they wrote it.This is ironic - B&N; had to do actual work to make it much worse than using the normal android version, plus they had nice opportunities to improve on the experience of a phone due to the large screen - Cyanogen 7 Android supports gestures for music - do an arrow to the left like "<", say, and it'll go back a track. This would be great while driving.(Note that U can unroot by putting a copy of 1.4.0 on an SD card which, though I'm not sure, would probably allow you to return the device if U needed to).Issue #4: Built-in Video Player Limitations===========================================I'd also brought on my work laptop half a dozen videos I nabbed from our TiVos from which I stripped the commercials, saving them as mpg videos. These wouldn't play with the built-in player.I solved this with MX Player, free version, which plays them fine. U can do this only if U've installed Amazon's App Store or rooted and can access the Android Market. People out there are selling PC software to convert videos to a format Nook Tablet can use. No need - just get another video player. MX Player Tip: brightness control is an up/down swipe on the left hand side of the screen, volume on the right.Issue #5: UI Inflexibility==========================U can't add shortcuts to the desktop, and can't do much with the sliding apple-style bar either. For this, I installed App Manager (tough to find a .apk to sideload using adb, so I needed rooting and then got it from Android Market). This is a fantastic app and I don't use my GoLauncher screen much any more.Also, there's one physical button. Standard android buttons such as menu (right-click) and back aren't always around in the UI, and holding home doesn't bring up a list of open applications as it does in carrier or stock android. They should have put those standard 2 buttons on the device. Update after a month rooted: use Button Savior, which gives soft buttons with a flyout. Once in a while, you have to use NT Hidden Settings to check USB Debugging unless you use Cyanogen. Update post Cyanogen: CM7 can have soft buttons (back, menu, home, etc) displayed all the time, if desired, and has Button Savior installed as well.Issue #6: Can only charge with their charger/cable==================================================Nothing more to say. BlackBerries and Android phones in the house all can charge in the car or at all the computers by just connecting a cable. It charge very slowly, even if it doesn't tell you it is, when connected to a PC because or other charger. With some irony, B&N; has had to mail me both a charger and a cable this year due to breakage. If they could charge with any micro-USB cable, they wouldn't have to. Update post-Cyanogen: With Cyanogen, it charges with any micro-USB cable, though slowly unless it's the actual Nook stuff - there must be something in hardware.Issue #7: OTA update breaks all the niceness I've achieved==========================================================An OTA update, v1.4.1, will break the ability to mail yourself .apks to be used to enable non-BN apps to install and to enable debugging. I imagine U could have done these steps while on 1.4.0 and gotten sideloading via PC/adb to work, but U can't disable OTA updates. U can if you root, though, so I did, then used SQLite to modify a setting to only update when done manually. It'll never auto-update. Update post-Cyanogen: irrelevant now.Goodness #1: Hardware is pretty sweet=====================================Snappy, installs apps fine, opens them quickly, videos are fairly smooth, scrolling is pretty good (but not as nice as Apple's).Screen is great from angles, clear and bright.It's lightweight and can be held easily in one hand.Speaker is pretty loud - louder than any of our phones except maybe BlackBerry.Goodness #2: the Reading Aspect===============================The reading end of the device is well-implemented, though I give Amazon's original Kindle and all subsequent ones and advantage - an order of a book on an original kindle appeared on the device in less time than it took me to back out of the purchase UI. Doing so from the web is also very fast. A web order using a computer of a B&N; sample appeared about an hour later, but quite snappily when done from the device.Goodness #3: Books with Videos/Sound====================================Yes, these are available on Kindle Fire and iPads. I know. I do like the talking kid's books (reminds me of a LeapFrog Tag pen, but without the ability to touch words and hear them), and the free cookbook sample had a video of making a chocolate sauce. This is good for cooking! U can see what each stage is supposed to look like.Goodness #4: Good if U Root it, for $250========================================When rooted, it's a nice tablet + it has the B&N; connection, and it cost $250. It isn't an iPad (no cameras or BT), and it's half the price. Update Nov 2012: There are now a multitude of 7" tablets (ASUS, Samsung, Google) which get my recommendation.	52	57	69	[CM, UI, BT, GPS, IR, SD, SD, SD, BN, XP, UI, SD, ICS, SD, MX, PC, MX, UI, UI, NT, USB, PC, USB, USB, OTA, OTA, BN, PC, OTA, UI, BT, ASUS]	32	14	1	nan	nan
28	A3PIPAS3M7YLQC	1400501466	Stuart	3	2012-12-01	Not for senior citizens I own the original Nook e-ink reader and the Nook tablet. I have been happy with both. When I read all the wonderful reviews about the Nook HD+ I couldn't wait to buy one. The main reason that I bought the reader is that my vision has deteriorated over the years to where I need at least 16 point type. The availability of different sized type on the reader devices is very welcome. I use the tablet, not only for reading, but to watch Netflix movies while on my exercise bike. The Nook tablet works okay for that, but the larger display of the HD+ seemed that it would be an improvement. However, there are several problems with the current edition:There needed to be at least one more font size at the high-end. I had to choose between too small and too large.The sound level was too low, even with headphones. I could not find a Barnes and Noble application to provide better control over the volume. There are a number of third-party applications which used to work on the Nook tablet that are now locked out by the current OS version.So, in spite of the beautiful display, I reluctantly returned the HD+ to my local store. When planning future upgrades. I would advise Barnes & Noble to consider the needs of older customers and people with disabilities. We are not an insignificant market segment.	3	3	14	[HD, HD, OS, HD]	4	0	1	nan	nan
29	A1I0MV8SWXSWDQ	1400501466	William Karoly "Bill Karoly"	2	2011-12-01	Memory Card Issues It accepts up to 32gb micro sd cards but does not work properly with a 32gb card. Mine would not boot because the card used too much energy. That was the only issue I had. Customer service told me to unplug the card before booting up and then insert the card. I returned it and purchased a Samsung Galaxy Tab 7.0 plus.Funny thing is Barnes and Noble rrjected my review.	11	20	5	[]	0	0	0	nan	nan
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9970	A2KJJ3NUBVJHH	B0000AAAPF	Bronson E. Westlund "bigb"	2	2005-06-06	Worked good, but not for long. I bought this for my 60 gig ipod. It worked for about a month, then stopped working for some reason. Also my friend got one for her mini ipod, and it did the same thing. It works really good, then all of a sudden it doesn't work. I would buy this if it always worked, but it doesn't. Beware, don't buy!	1	7	7	[]	0	1	0	nan	nan
9971	A2X3QZGY90UZM5	B0000AAAPF	BronzeOwl "BronzeOwl"	4	2005-01-08	Good performance for what it is - and it works! 1. The Griffin iTrip-Black FM Transmitter for iPod works with the White 3G dockable iPod 20GB.2. Being able to "chose any station on the FM dial" is a necessity in the large metropolitan areas such as Dallas, TX.3. The 12-hour battery life is more like 4 hours with the iTrip. Still that is a long trip and there are auto chargers for the iPod.4. It works with the car, motorcycle, home stereo, bedroom FM radio and the Bose in the computer room.5. It works fine in my Mazda, but be careful of the cars with a metallic film in the windshield such as a Lexus.6. When Griffin says "10 to 30 feet," think 10 feet.7. The iTrip comes pre-set at 87.9. One you install the Griffin software so you choose "any station on the FM dial," the lowest is 88.1 to 107.9 with 87.9 listed after 107.9.8. If you run your iPod "manual," you won't see the iTrip Stations Playlist on the iPod. You have to manually copy it from your iTunes Library to you iPod Playlists.9. The standard iTrip software only supports odd frequencies; e.g. 97.1, 97.3, 97.5, etc. If you go to another country that supports even frequencies (97.2, 97.4, etc) be sure the FM radio will be able to tune odd as well as even frequencies. Otherwise, there is a special download for European stations from Griffin.10. When Griffin says 50% to 70% on the iPod volume, think 70% or even 80% if you can use it with no distortion.11. I think the frequency response is fine and sounds good. However; I also sample my MP3's at 128kBits/s and think they sound good too. :-)	3	3	21	[FM, FM, TX, FM, FM, FM]	6	1	1	nan	nan
9972	AX8SWWB9837TA	B0000AAAPF	Chris Peters	2	2003-11-18	Nice little addon, but the Technology isn't quite there yet From what I've seen, the iTrip is the best FM Transmitter for the iPod, but that doesn't mean it's good, or even does what you need it to do.Sadly, I get faint radio static from the iTrip no matter where I place it in my car, and when I drive around, the music might fade completely to static. This is distracting, and while you might get used to it, I personally didn't play $50 to have my iPod sounding like a record player. I get much better performance from a cheap $10 tape adapter. Long road trips will force you to change the radio frequency often, and while the iTrip thankfully while let you use any frequency you want to, setting a new one is too complicated to do singlehanded while driving by yourself. Driving through a big city (or even living in one) will leave you totally frustrated. The little add-on looks cool sitting atop you iPod, and runs off the iPod's batteries and not AAs like some others, but overall I just can't recommend it to anyone unless you absolutely have no other option, especially if you live in a big city with crowded airwaves.	18	19	6	[FM]	1	0	1	nan	nan
9973	A1AZCAHQEUZBR4	B0000AAAPF	CJVarady "prestonpages"	3	2004-01-13	Good design with so-so performance I've seen the bad reviews and I've seen the raves on this. My opinion falls somewhere in the middle.First off, let me debunk the positive rave reviews and/or Griffin Technology's description. This is not the coolest device on earth. It is merely an adequate means to listen to the songs on your iPod without wires.I live in Detroit where there are many radio stations cluttering the frequencies. Griffin suggests the best reception and seperation is found in the middle of the dial (98-102-ish). Unfortunately, this is where most major markets have their stations. FM sound quality is substandard to begin with and the iTrip's sound quality is somewhere below FM quality. When I started on iTrip's default frequency(87.7 or 9) - I was supremely disappointed as the sound was a bit better than a transistor radio. However, going toward the bandwidth middle it gets better. I have to turn down the bass and increase the treble just to get decent sound. You also need to keep the iPod close to your head unit. Moving it a few feet gets me static.Bottom line: If you're a sound afficionado - you'll hate this thing. If you realize that you can't expect greatness out of radio - this may suffice.Despite the poor rating "rant" above, I realize what a nice "wonder" this thing really is and for the cost of a couple CD's, it is hard for me to hate this thing. If it cost a few bucks more, I'd probably hate it. I find it useful for previewing my latest downloads that I haven't had time to hear at home yet. Better yet, I use it at work on my desktop boombox (where sound quality isn't that great to begin with) and I'm quite pleased. I've yet to try it in less crowded radio markets and hope it will deliver better sound but I'll have to wait for that review. I've also yet to compare it with a cassette adapter but will do so when more time permits.Set up was not hard at all as other reviews have warned. In fact, I've eliminated all the "taken" frequencies in my area in iTunes so that I've less to choose from when changing frequencies.In Detroit area, I've had pretty good success on 101.5 frequency.	15	15	19	[FM, FM, CD]	3	0	1	nan	nan
9974	A23GFTVIETX7DS	B0000AAAPF	Debbie Lee Wesselmann	3	2006-01-03	Already Out of Date for the Newest IPods This model of the Griffin iTrip is for the first and second generation click-wheel iPods that have two holes (round and oblong) on the top of the device. It works well if you are traveling in an area without a lot of overlapping radio stations at the lower end of the FM dial. A long trip through several major metropolitan areas will likely be a pain since you have to re-tune the transmitter whenever voices or music are transmitted over the same frequency. You must download the iTrip frequencies onto the iPod as a playlist, then select a different empty frequency. Forget it if you are driving alone.The pros are: a. It's small, lightweight, and easy to attach b. It's wireless c. The sound transmission is great as long as the frequency is openIf you use the shuffle feature a lot, you will hate the iTrip, as the frequencies show up as songs during a shuffle. With a lot of music downloading onto the iPod, the odds aren't great that one of these "songs" will crop up, but it's a pain when they do.I recommend getting a cassette adaptor for longer trips or for those who shuffle a lot. For those using the iPod mostly within an proscribed area with a consistent empty frequency, the iTrip is much more convenient than other options. You might want to look at Griffin's newest iTrip which allows you to change the frequencies from the device itself, without having to download the stations as "songs"; this LCD model fits the newer video-capable iPods, although it connects instead on the bottom of the device, making it impossible to play and charge at the same time.	6	6	10	[FM, LCD]	2	0	1	nan	nan
9975	A1EPXD0829IE73	B0000AAAPF	Dev Laur	1	2005-11-01	Doesnt work with iPOD video 30gb or 60gb OR Nano I cant review this items for how nice or crappy it is. But I can warn everyone looking to buy this item...it does NOT fit the newest iPOD video 30gb and 60gb models. It also doesnt NOT fit the iPOD Nano.	13	13	3	[OR, NOT, NOT]	3	0	1	nan	nan
9976	A18VG2ZSLA5367	B0000AAAPF	Disway "disway"	2	2005-03-11	doesn't work for everyone My initial excitement was put down minutes after I found out, the little cool looking device doesn't work well with my car!!! You'll have to put the unit right by the car antenna, which is unrealistic. I was very very disappointed. If you can try it out ahead of the time, do yourself a favorite and do it. Unless you like it so bad that you are willing to go through some modifications with your car by running antenna extension wire to the front and all that. (I had an Integra and a TSX) Volume sucks too.	2	4	6	[TSX]	1	3	0	nan	nan
9977	A1LX9GSMN66L7E	B0000AAAPF	Ellis Godard	1	2005-12-26	Worthless in Los Angeles I decided to try this, since my car stereo doesn't have a cassette deck or auxiliary input, and I wanted to listen to my iPod holdings in the car. I should have listened to other reviewers: This is WORTHLESS in Los Angeles. There are basically NO open frequencies on the dial, and the sound was garbage when it did transmit. I'm returning it, and planning to either have a mechanic install an auxiliary cable or have an electronics retailer install a stereo with an auxiliary input.	3	4	4	[WORTHLESS, NO]	2	0	1	nan	nan
9978	A2YEHH6O0R68QE	B0000AAAPF	Gerald Shifrin	2	2005-12-30	Broke in a week Worked fine with good quality FM sound, but the connector broke in less than one week with just a few hours use. Must be pretty bad quality control, since I saw another review with the same problem.	3	3	2	[FM]	1	0	1	nan	nan

	reviewerID	asin	reviewerName	overall	ReviewTime	review	upvotes	downvotes	sentence_count	strong_words	strong_count	symbol_count	helpful_review	temp	word_count
0	AVRFGGCCCR6QU	0972683275	Alberto Dieguez "premiere purchaser of random...	4	2010-08-30	Fairly good wall mount This wall mount does everything it's supposed to do. The piece that attaches to the wall isn't overly long, which made it easier to mount the arm in the tight space I needed to mount it in. The only issues I saw was that the joints were VERY tight initially and as we moved the arm around to install it, the joints loosened up to the point where I had to take the included allen wrench and tighten them up again.	3	4	3	[VERY]	1	0	1	[fairly, good, wall, mount, wall, mount, everything, supposed, piece, attache, wall, overly, long, made, easier, mount, arm, tight, space, needed, mount, issue, saw, joint, tight, initially, moved, arm, around, install, joint, loosened, point, take, included, allen, wrench, tighten]	{'fairly': 1, 'good': 1, 'wall': 3, 'mount': 4, 'everything': 1, 'supposed': 1, 'piece': 1, 'attache': 1, 'overly': 1, 'long': 1, 'made': 1, 'easier': 1, 'arm': 2, 'tight': 2, 'space': 1, 'needed': 1, 'issue': 1, 'saw': 1, 'joint': 2, 'initially': 1, 'moved': 1, 'around': 1, 'install': 1, 'loosened': 1, 'point': 1, 'take': 1, 'included': 1, 'allen': 1, 'wrench': 1, 'tighten': 1}
1	A26QCCO0101CO1	0972683275	Amazon Customer "jkhinch"	5	2013-02-21	Just what I'd hoped I used this for my 47" Samsung. Its fit/feel is great. Easy installation. Appears strong; although I personally spent way too much on the tv to risk leaving it fully outstretched with too little lag bolts for a long time! It is very convenient to be able to move it away from the wall however and I would feel very comfortable tilt or swiveling if needed. The movement is fluid and easily adjustable.I am very pleased with my purchase.	7	9	6	[]	0	2	1	[hoped, used, samsung, great, easy, installation, appears, strong, although, personally, spent, way, much, tv, risk, leaving, fully, outstretched, little, lag, bolt, long, time, convenient, able, move, away, wall, however, would, feel, comfortable, tilt, swiveling, needed, movement, fluid, easily, pleased, purchase]	{'hoped': 1, 'used': 1, 'samsung': 1, 'great': 1, 'easy': 1, 'installation': 1, 'appears': 1, 'strong': 1, 'although': 1, 'personally': 1, 'spent': 1, 'way': 1, 'much': 1, 'tv': 1, 'risk': 1, 'leaving': 1, 'fully': 1, 'outstretched': 1, 'little': 1, 'lag': 1, 'bolt': 1, 'long': 1, 'time': 1, 'convenient': 1, 'able': 1, 'move': 1, 'away': 1, 'wall': 1, 'however': 1, 'would': 1, 'feel': 1, 'comfortable': 1, 'tilt': 1, 'swiveling': 1, 'needed': 1, 'movement': 1, 'fluid': 1, 'easily': 1, 'pleased': 1, 'purchase': 1}
2	A3QH8VQDE7HZCR	0972683275	costaricachris	5	2010-10-05	Real value for the money Quality was excellent. Instructions were clear. It was not clear about a tilt feature, but there was enough to level it when I finished. Be careful to get the wall bracket real vertical. (I was using it for a 23 inch computer screen so I really need it to be level for reading.) Everything I needed plus lots of extra hardware for different situations.	15	19	6	[]	0	0	1	[real, value, money, quality, excellent, instruction, clear, clear, tilt, feature, enough, level, finished, careful, get, wall, bracket, real, vertical, using, inch, computer, screen, really, need, level, reading, everything, needed, plus, lot, extra, hardware, different, situation]	{'real': 2, 'value': 1, 'money': 1, 'quality': 1, 'excellent': 1, 'instruction': 1, 'clear': 2, 'tilt': 1, 'feature': 1, 'enough': 1, 'level': 2, 'finished': 1, 'careful': 1, 'get': 1, 'wall': 1, 'bracket': 1, 'vertical': 1, 'using': 1, 'inch': 1, 'computer': 1, 'screen': 1, 'really': 1, 'need': 1, 'reading': 1, 'everything': 1, 'needed': 1, 'plus': 1, 'lot': 1, 'extra': 1, 'hardware': 1, 'different': 1, 'situation': 1}
3	A38FGQVJM18OWV	0972683275	George S. Mitchell "gsmitchell"	1	2010-12-01	What a piece of junk! I checked around Amazon as well as some other sites, and decided these were what I needed. I read the reviews, looked at the pictures and bought two of these. I received them today. I unpacked one of them, read the instructions and immediately filled out the return request for Amazon. These mounts are very, very heavy and require 6, yes SIX, screws to mount to the wall. Are you kidding me? The TVs are only 22 lbs! Two screws in the studs and then more damage to the wall than is necessary. What a joke! And Lag bolts? Ever heard of screws? The other issue is that these are very hard to move. I bought an articulating wall mount for a reason, and I expect them to be able to move without a wrench in my hand.	8	18	14	[SIX]	1	6	0	[piece, junk, checked, around, amazon, well, site, decided, needed, read, review, looked, picture, bought, two, received, today, unpacked, one, read, instruction, immediately, filled, return, request, amazon, mount, heavy, require, yes, six, screw, mount, wall, kidding, tv, lb, two, screw, stud, damage, wall, necessary, joke, lag, bolt, ever, heard, screw, issue, hard, move, bought, articulating, wall, mount, reason, expect, able, move, without, wrench, hand]	{'piece': 1, 'junk': 1, 'checked': 1, 'around': 1, 'amazon': 2, 'well': 1, 'site': 1, 'decided': 1, 'needed': 1, 'read': 2, 'review': 1, 'looked': 1, 'picture': 1, 'bought': 2, 'two': 2, 'received': 1, 'today': 1, 'unpacked': 1, 'one': 1, 'instruction': 1, 'immediately': 1, 'filled': 1, 'return': 1, 'request': 1, 'mount': 3, 'heavy': 1, 'require': 1, 'yes': 1, 'six': 1, 'screw': 3, 'wall': 3, 'kidding': 1, 'tv': 1, 'lb': 1, 'stud': 1, 'damage': 1, 'necessary': 1, 'joke': 1, 'lag': 1, 'bolt': 1, 'ever': 1, 'heard': 1, 'issue': 1, 'hard': 1, 'move': 2, 'articulating': 1, 'reason': 1, 'expect': 1, 'able': 1, 'without': 1, 'wrench': 1, 'hand': 1}
4	A7R4R9THNELTP	0972683275	LG	5	2010-09-30	Excellent, at any price I mounted this in my RV and it holds a 26" LCD TV / DVD combo. Installation was very easy and the mount works GREAT! I was prepared to pay 5 times the price for a mount that would work as I wanted. I couldn't be happier.	14	19	4	[RV, LCD, TV, DVD, GREAT]	5	1	1	[excellent, price, mounted, rv, hold, lcd, tv, dvd, combo, installation, easy, mount, work, great, prepared, pay, time, price, mount, would, work, wanted, could, happier]	{'excellent': 1, 'price': 2, 'mounted': 1, 'rv': 1, 'hold': 1, 'lcd': 1, 'tv': 1, 'dvd': 1, 'combo': 1, 'installation': 1, 'easy': 1, 'mount': 2, 'work': 2, 'great': 1, 'prepared': 1, 'pay': 1, 'time': 1, 'would': 1, 'wanted': 1, 'could': 1, 'happier': 1}
5	A3SXYB8JPQ44LN	0972683275	Marcel	4	2012-07-17	Good product, poor instructions Used this for a Panasonic 32" LCD TV. Mount works fine, instructions were minimal. I was able to use the supplied hardware to attach the TV and to attach the mount to the wall. I did have a problem hanging the TV, per the instructions you have to mount the unit and now attach the TV, this was not very easy so I removed the mounting plate at the pivor point and took it off the wall mount, mounted this on the TV and now re-attached to the TV mount, this was a lot easier.	3	4	4	[LCD, TV, TV, TV, TV, TV, TV]	7	0	1	[good, product, poor, instruction, used, panasonic, lcd, tv, mount, work, fine, instruction, minimal, able, use, supplied, hardware, attach, tv, attach, mount, wall, problem, hanging, tv, per, instruction, mount, unit, attach, tv, easy, removed, mounting, plate, pivor, point, took, wall, mount, mounted, tv, tv, mount, lot, easier]	{'good': 1, 'product': 1, 'poor': 1, 'instruction': 3, 'used': 1, 'panasonic': 1, 'lcd': 1, 'tv': 6, 'mount': 5, 'work': 1, 'fine': 1, 'minimal': 1, 'able': 1, 'use': 1, 'supplied': 1, 'hardware': 1, 'attach': 3, 'wall': 2, 'problem': 1, 'hanging': 1, 'per': 1, 'unit': 1, 'easy': 1, 'removed': 1, 'mounting': 1, 'plate': 1, 'pivor': 1, 'point': 1, 'took': 1, 'mounted': 1, 'lot': 1, 'easier': 1}
6	A3AKVALGT4Y02G	0972683275	MICHAEL	4	2008-02-19	can't beat it for the price For the money you can't go wrong. Yes, it has a litlle play in the mechanism but, you can adjust your mounting to accomodate that. It works great and frees up counter space. I would do it all again. Why spend 3 times more.	5	6	5	[]	0	0	1	[ca, beat, price, money, ca, go, wrong, yes, litlle, play, mechanism, adjust, mounting, accomodate, work, great, free, counter, space, would, spend, time]	{'ca': 2, 'beat': 1, 'price': 1, 'money': 1, 'go': 1, 'wrong': 1, 'yes': 1, 'litlle': 1, 'play': 1, 'mechanism': 1, 'adjust': 1, 'mounting': 1, 'accomodate': 1, 'work': 1, 'great': 1, 'free': 1, 'counter': 1, 'space': 1, 'would': 1, 'spend': 1, 'time': 1}
7	A2I8J6GW1H6LWU	0972683275	Michael	5	2010-09-26	Great low cost mount! I love this mount! All the adjustments for tilt and extension are awesome! Holds a Sony 32in Ex-3000 just fine even fully extended. Even bought another. A++Mike	7	9	6	[]	0	3	1	[great, low, cost, mount, love, mount, adjustment, tilt, extension, awesome, hold, sony, fine, even, fully, extended, even, bought, another]	{'great': 1, 'low': 1, 'cost': 1, 'mount': 2, 'love': 1, 'adjustment': 1, 'tilt': 1, 'extension': 1, 'awesome': 1, 'hold': 1, 'sony': 1, 'fine': 1, 'even': 2, 'fully': 1, 'extended': 1, 'bought': 1, 'another': 1}
8	A15K7HV1XD6YWR	0972683275	Musawir Karim	1	2013-02-13	Beware the TV will not center....folding arm lengths not same I consider myself to be a good DIYer. I've installed mounts for my 2 Samsung 46" and 55" LED TVs with no problems for 5 years. So, for this VideSecu mount, inspite of poor installation instructions, I carfeully measured all domensions to fit my new 32" Samsung LED SmartTV in a limited kitchen space. My mistake was, based on the diagrams, I assumed that the length of both the swinging arms of the mount (the single and the double arms) were of the same length. What a disaster! After installing the mount when I mounted the TV and folded the arms the TV did not center itself to the wall side of the mount! It was then that I noticed the inner length of the 2 arms is about 4" longer than the outer single arm. In other words once the arms on the mount were fully folded in towards the wall my TV was not centered in the limited space that I had and looked awful. I don't know why the manufacturer did not keep both arms the same length. At least they shd have mentioned it in the instructions.This to me is a major product defect. Luckily with Amazon I was able to return this mount but had to pay return S&H;.	5	7	11	[TV, LED, LED, TV, TV, TV]	6	2	1	[beware, tv, center, arm, length, consider, good, diyer, installed, mount, samsung, led, tv, problem, year, videsecu, mount, inspite, poor, installation, instruction, carfeully, measured, domensions, fit, new, samsung, led, smarttv, limited, kitchen, space, mistake, based, diagram, assumed, length, swinging, arm, mount, single, double, arm, length, disaster, installing, mount, mounted, tv, folded, arm, tv, center, wall, side, mount, noticed, inner, length, arm, longer, outer, single, arm, word, arm, mount, fully, folded, towards, wall, tv, centered, limited, space, looked, awful, know, manufacturer, keep, arm, length, least, shd, mentioned, major, product, defect, luckily, amazon, able, return, mount, pay, return, h]	{'beware': 1, 'tv': 5, 'center': 2, 'arm': 8, 'length': 5, 'consider': 1, 'good': 1, 'diyer': 1, 'installed': 1, 'mount': 7, 'samsung': 2, 'led': 2, 'problem': 1, 'year': 1, 'videsecu': 1, 'inspite': 1, 'poor': 1, 'installation': 1, 'instruction': 1, 'carfeully': 1, 'measured': 1, 'domensions': 1, 'fit': 1, 'new': 1, 'smarttv': 1, 'limited': 2, 'kitchen': 1, 'space': 2, 'mistake': 1, 'based': 1, 'diagram': 1, 'assumed': 1, 'swinging': 1, 'single': 2, 'double': 1, 'disaster': 1, 'installing': 1, 'mounted': 1, 'folded': 2, 'wall': 2, 'side': 1, 'noticed': 1, 'inner': 1, 'longer': 1, 'outer': 1, 'word': 1, 'fully': 1, 'towards': 1, 'centered': 1, 'looked': 1, 'awful': 1, 'know': 1, 'manufacturer': 1, 'keep': 1, 'least': 1, 'shd': 1, 'mentioned': 1, 'major': 1, 'product': 1, 'defect': 1, 'luckily': 1, 'amazon': 1, 'able': 1, 'return': 2, 'pay': 1, 'h': 1}
9	A11ZP93TJED4T6	0972683275	Ryan	2	2010-10-01	poor manufacture quality.. The fact that the pivot point on this TV mount was not built straight caused the TV to tilt slightly when it was swung out. there is no adjustment for it, so i had to make a choice for the tv to either be straight and level when it was pushed against the wall, or when it was out. i do not recommend this wall mount.to it's benefit though, it was reasonably sturdy and easy to install.	1	8	4	[TV, TV]	2	0	0	[poor, manufacture, fact, pivot, point, tv, mount, built, straight, caused, tv, tilt, slightly, swung, adjustment, make, choice, tv, either, straight, level, pushed, wall, recommend, wall, benefit, though, reasonably, sturdy, easy, install]	{'poor': 1, 'manufacture': 1, 'fact': 1, 'pivot': 1, 'point': 1, 'tv': 3, 'mount': 1, 'built': 1, 'straight': 2, 'caused': 1, 'tilt': 1, 'slightly': 1, 'swung': 1, 'adjustment': 1, 'make': 1, 'choice': 1, 'either': 1, 'level': 1, 'pushed': 1, 'wall': 2, 'recommend': 1, 'benefit': 1, 'though': 1, 'reasonably': 1, 'sturdy': 1, 'easy': 1, 'install': 1}
10	A27K5RT7VDB7BU	0972683275	Stephan	3	2010-12-11	It Works But Could Be Better I purchased this mount for my 37 inch LCD TV. Installation was easy... The trouble I encountered was due to a bad wall stud finder. Make sure you have one when you install this mount because you need to screw the mount into a wall stud or at least have one screw into a wall stud.The arm of the mount sags after I hooked up my 37in. LCD TV to the mount. My TV is within the weight limit of this mount (less than 55lbs.) but the arm still sags due to the weight of the TV. I guess as long as it supports my TV, the sagging shouldn't be an issue. It just looks funny from the side. I do retract the arm inward towards the wall to minimize the sagging and it also gives me the warm fuzzy feeling that the arm will be less likely to break off.Overall, for the price this mount is a great deal and works but I would suggest purchasing it for flat screen TVs less than 37 inches. I would not hesitate to buy this mount again but for a 32 inch TV at most.	70	92	11	[LCD, TV, LCD, TV, TV, TV, TV, TV]	8	0	1	[work, could, better, purchased, mount, inch, lcd, tv, installation, easy, trouble, encountered, due, bad, wall, stud, finder, make, sure, one, install, mount, need, screw, mount, wall, stud, least, one, screw, wall, arm, mount, sag, hooked, lcd, tv, mount, tv, within, weight, limit, mount, le, arm, still, sag, due, weight, tv, guess, long, support, tv, sagging, issue, look, funny, side, retract, arm, inward, towards, wall, minimize, sagging, also, give, warm, fuzzy, feeling, arm, le, likely, break, price, mount, great, deal, work, would, suggest, purchasing, flat, screen, tv, le, inch, would, hesitate, buy, mount, inch, tv]	{'work': 2, 'could': 1, 'better': 1, 'purchased': 1, 'mount': 8, 'inch': 3, 'lcd': 2, 'tv': 7, 'installation': 1, 'easy': 1, 'trouble': 1, 'encountered': 1, 'due': 2, 'bad': 1, 'wall': 4, 'stud': 2, 'finder': 1, 'make': 1, 'sure': 1, 'one': 2, 'install': 1, 'need': 1, 'screw': 2, 'least': 1, 'arm': 4, 'sag': 2, 'hooked': 1, 'within': 1, 'weight': 2, 'limit': 1, 'le': 3, 'still': 1, 'guess': 1, 'long': 1, 'support': 1, 'sagging': 2, 'issue': 1, 'look': 1, 'funny': 1, 'side': 1, 'retract': 1, 'inward': 1, 'towards': 1, 'minimize': 1, 'also': 1, 'give': 1, 'warm': 1, 'fuzzy': 1, 'feeling': 1, 'likely': 1, 'break': 1, 'price': 1, 'great': 1, 'deal': 1, 'would': 2, 'suggest': 1, 'purchasing': 1, 'flat': 1, 'screen': 1, 'hesitate': 1, 'buy': 1}
11	AGY0KH2D5G9WH	0972683275	Thomas "TC"	5	2010-10-12	Excellent mount Do not listen to other reviewers, screws that this came with are concrete only, there are no wood or dry wall screws. You will!!!! need a stud finder!!! There are 8 holes in total on a mounting plate, so it is plenty enough if you hit the center of a stud. Sturdy,good looking. There is a whole set of machine screws for(my guess)all TV types plus couple of tools that you will need.	18	23	6	[TV]	1	7	1	[excellent, mount, listen, reviewer, screw, came, concrete, wood, dry, wall, screw, need, stud, finder, hole, total, mounting, plate, plenty, enough, hit, center, stud, sturdy, good, looking, whole, set, machine, screw, guess, tv, type, plus, couple, tool, need]	{'excellent': 1, 'mount': 1, 'listen': 1, 'reviewer': 1, 'screw': 3, 'came': 1, 'concrete': 1, 'wood': 1, 'dry': 1, 'wall': 1, 'need': 2, 'stud': 2, 'finder': 1, 'hole': 1, 'total': 1, 'mounting': 1, 'plate': 1, 'plenty': 1, 'enough': 1, 'hit': 1, 'center': 1, 'sturdy': 1, 'good': 1, 'looking': 1, 'whole': 1, 'set': 1, 'machine': 1, 'guess': 1, 'tv': 1, 'type': 1, 'plus': 1, 'couple': 1, 'tool': 1}
12	A2JDDUN6YNRYKU	0972683275	Time2Ride	5	2011-12-30	Very good value, paired with VIZIO E320ME 32-inch I purchased this mount based on others comments beforehand and i appreciate the guidance. The problem with wall mounting flat screen TV's is to make sure the hole pattern of the mount lines up with the hole pattern on the TV you buy. I'm using this mount with a VIZIO E320ME 32-inch and it works perfect.	3	3	3	[VIZIO, TV, TV, VIZIO]	4	0	1	[good, value, paired, vizio, purchased, mount, based, others, comment, beforehand, appreciate, guidance, problem, wall, mounting, flat, screen, tv, make, sure, hole, pattern, mount, line, hole, pattern, tv, buy, using, mount, vizio, work, perfect]	{'good': 1, 'value': 1, 'paired': 1, 'vizio': 2, 'purchased': 1, 'mount': 3, 'based': 1, 'others': 1, 'comment': 1, 'beforehand': 1, 'appreciate': 1, 'guidance': 1, 'problem': 1, 'wall': 1, 'mounting': 1, 'flat': 1, 'screen': 1, 'tv': 2, 'make': 1, 'sure': 1, 'hole': 2, 'pattern': 2, 'line': 1, 'buy': 1, 'using': 1, 'work': 1, 'perfect': 1}
13	AMAR6CIOZUQO4	0972683275	T. McKendry	4	2010-09-18	Sturdy and an excellent value ... I'm using this to mount an older SyncMaster 191T above my desk and was pleasantly surprised at how sturdy it is for the price. Installation was simple, though I used the screws from the original monitor mount for the plate attachment, as none of those included would work with my monitor. The tilt mechanism requires loosening a bolt and then adjusting the monitor to the desired angle. I would have preferred another 10-15 degrees of vertical tilting capability, but what is available will be fine for most applications. I posted a couple of photos that shows it mounted.Overall I'm very pleased with the purchase and would buy again should I need to mount another small display.	3	4	6	[]	0	0	1	[sturdy, excellent, value, using, mount, older, syncmaster, desk, pleasantly, surprised, sturdy, price, installation, simple, though, used, screw, original, monitor, mount, plate, attachment, none, included, would, work, monitor, tilt, mechanism, requires, loosening, bolt, adjusting, monitor, desired, angle, would, preferred, another, degree, vertical, tilting, capability, available, fine, application, posted, couple, photo, show, pleased, purchase, would, buy, need, mount, another, small, display]	{'sturdy': 2, 'excellent': 1, 'value': 1, 'using': 1, 'mount': 3, 'older': 1, 'syncmaster': 1, 'desk': 1, 'pleasantly': 1, 'surprised': 1, 'price': 1, 'installation': 1, 'simple': 1, 'though': 1, 'used': 1, 'screw': 1, 'original': 1, 'monitor': 3, 'plate': 1, 'attachment': 1, 'none': 1, 'included': 1, 'would': 3, 'work': 1, 'tilt': 1, 'mechanism': 1, 'requires': 1, 'loosening': 1, 'bolt': 1, 'adjusting': 1, 'desired': 1, 'angle': 1, 'preferred': 1, 'another': 2, 'degree': 1, 'vertical': 1, 'tilting': 1, 'capability': 1, 'available': 1, 'fine': 1, 'application': 1, 'posted': 1, 'couple': 1, 'photo': 1, 'show': 1, 'pleased': 1, 'purchase': 1, 'buy': 1, 'need': 1, 'small': 1, 'display': 1}
14	A25M2X8KHSS2NC	0972683275	Ultimate Ducky "Ultimate Ducky"	2	2010-09-04	Poor Quality Control, May Block the Ports on Your TV Unfortunately, I'm returning this mount.Though I like the look of it, particularly the two part plastic piece that clips to the wall mount portion to cover the bolts, I feel that the one I ordered wasn't well made.I purchased it to mount aLG 26LE5300 26-Inch 720p 60Hz LED LCD HDTVin our kitchen.The mount arrived quickly and was well packaged. Unfortunately, the arm was welded to the wall bracket at a slight angle, meaning that regardless of how it would mount it and the LCD would never be level.Also, the powder coating near one of the bolts had come off and I could see some rust already forming.I decided to see if the mount would be the right fit for the tv before returning, figuring I would just get a replacement and hope for the best. I'm glad I did because this led me to find two other issues.The first one I blame on the manufacturers, the second I would consider a design flaw of the LG lcd.The first issue is that the screws supplied to attach the bracket to the tv are too few and two short. The screws are only 12mm long, and would barely catch in the threads of the TV if they weren't recessed at all. Most mounting threads on lcds and plasmas are partially recessed. I stopped by my local Lowes and picked up two packs of similar screws (M4-70 or something to that affect). $0.80 a packet so not much of an expenditure, just a big hassle. I needed 20mm long screws to mount this to the tv, so a pretty fair difference over what was supplied. The manufacturer supplies several different thread and gauge options, but only one shallow length of each set.The second issue is that this universal mount covered the power and HDMI ports on the back of the 26le5300. Again, I think this is more of an issue with the tv then the mount, as they're situated rather high and central. Either way, it's something you'll want to check on your tv before ordering this product.I actually returned this and in its stead purchased a similar mount from the same company. TheVideoSecu Swing LCD Wall Mount 20 inch Extension 55 lb loading capacity for LCD TV Monitor Flat Screen VESA 75mm/100 mm 1USgets very high marks from me. It's basically the same arm with a 75x75 to 100x100 VESA head on it. This second arm did not have any of the manufacturing errors of the previous model and fit the back of my tv perfectly.I understand that it's a very affordable mount, and that most of my issues may have been resolved with a replacement. However, I just can't give this mount any higher rating than I have.	8	15	15	[TV, LED, LCD, LCD, LG, TV, HDMI, LCD, LCD, TV, VESA, VESA]	12	0	0	[poor, quality, control, may, block, port, tv, unfortunately, returning, like, look, particularly, two, part, plastic, piece, clip, wall, mount, portion, cover, bolt, feel, one, ordered, well, purchased, mount, alg, led, lcd, hdtvin, mount, arrived, quickly, well, packaged, unfortunately, arm, welded, wall, bracket, slight, angle, meaning, regardless, would, mount, lcd, would, never, powder, coating, near, one, bolt, come, could, see, rust, already, decided, see, mount, would, right, fit, tv, returning, figuring, would, get, replacement, hope, best, glad, led, find, two, first, one, blame, manufacturer, second, would, consider, design, flaw, lg, first, issue, screw, supplied, attach, bracket, tv, two, short, screw, long, ...]	{'poor': 1, 'quality': 1, 'control': 1, 'may': 2, 'block': 1, 'port': 2, 'tv': 9, 'unfortunately': 2, 'returning': 2, 'like': 1, 'look': 1, 'particularly': 1, 'two': 4, 'part': 1, 'plastic': 1, 'piece': 1, 'clip': 1, 'wall': 3, 'mount': 12, 'portion': 1, 'cover': 1, 'bolt': 2, 'feel': 1, 'one': 4, 'ordered': 1, 'well': 2, 'purchased': 2, 'alg': 1, 'led': 2, 'lcd': 5, 'hdtvin': 1, 'arrived': 1, 'quickly': 1, 'packaged': 1, 'arm': 3, 'welded': 1, 'bracket': 2, 'slight': 1, 'angle': 1, 'meaning': 1, 'regardless': 1, 'would': 6, 'never': 1, 'powder': 1, 'coating': 1, 'near': 1, 'come': 1, 'could': 1, 'see': 2, 'rust': 1, 'already': 1, 'decided': 1, 'right': 1, 'fit': 2, 'figuring': 1, 'get': 1, 'replacement': 2, 'hope': 1, 'best': 1, 'glad': 1, 'find': 1, 'first': 2, 'blame': 1, 'manufacturer': 2, 'second': 3, 'consider': 1, 'design': 1, 'flaw': 1, 'lg': 1, 'issue': 4, 'screw': 4, 'supplied': 2, 'attach': 1, 'short': 1, 'long': 2, 'barely': 1, 'catch': 1, 'thread': 3, 'recessed': 2, 'mounting': 1, 'plasma': 1, 'partially': 1, 'stopped': 1, 'local': 1, 'lowes': 1, 'picked': 1, 'pack': 1, 'similar': 2, 'something': 2, 'affect': 1, 'packet': 1, 'much': 1, 'expenditure': 1, 'big': 1, 'hassle': 1, 'needed': 1, 'pretty': 1, 'fair': 1, 'difference': 1, 'supply': 1, ...}
15	A2ZMEHV9S4FXV5	0972683275	venividivici	1	2011-06-09	Junk, sags, wobbles, crooked, Rusted If less money had been spent on packaging and more on quality, it might be a good product.The product was double-boxed. The included level was broken. I would prefer to use my own level and have good hardware instead of junk on both counts. One of the pivots on the arm was so badly rusted out of the box it seemed to compromise the whole system. Despite 6 huge lag screws and strong arms, the joints are not strong enough to keep the mount level as it extends and articulates. Each time I moved it it had to be re-adjusted to be level. The hardware had to be tightened so much to keep it from wobbling, it made moving it very difficult. I used a 26" tv.The whole thing went back in the box for a refund.	14	19	8	[]	0	0	1	[junk, sag, wobble, crooked, rusted, le, money, spent, packaging, quality, might, good, product, included, level, broken, would, prefer, use, level, good, hardware, instead, junk, count, one, pivot, arm, badly, rusted, box, seemed, compromise, whole, system, despite, huge, lag, screw, strong, arm, joint, strong, enough, keep, mount, level, extends, articulates, time, moved, level, hardware, tightened, much, keep, wobbling, made, moving, difficult, used, whole, thing, went, back, box, refund]	{'junk': 2, 'sag': 1, 'wobble': 1, 'crooked': 1, 'rusted': 2, 'le': 1, 'money': 1, 'spent': 1, 'packaging': 1, 'quality': 1, 'might': 1, 'good': 2, 'product': 1, 'included': 1, 'level': 4, 'broken': 1, 'would': 1, 'prefer': 1, 'use': 1, 'hardware': 2, 'instead': 1, 'count': 1, 'one': 1, 'pivot': 1, 'arm': 2, 'badly': 1, 'box': 2, 'seemed': 1, 'compromise': 1, 'whole': 2, 'system': 1, 'despite': 1, 'huge': 1, 'lag': 1, 'screw': 1, 'strong': 2, 'joint': 1, 'enough': 1, 'keep': 2, 'mount': 1, 'extends': 1, 'articulates': 1, 'time': 1, 'moved': 1, 'tightened': 1, 'much': 1, 'wobbling': 1, 'made': 1, 'moving': 1, 'difficult': 1, 'used': 1, 'thing': 1, 'went': 1, 'back': 1, 'refund': 1}
16	A3LDPF5FMB782Z	1400501466	Alan Houston	5	2012-05-03	The BEST Color E-Reader - With Bonus Features The Nook Tablet, in both the 16gb version and 8 gb version, are the best color e-readers of 2012. Both are bargains when purchased at the discounted price Barnes & Noble provides to its members.However, they are designed for reading...if you want a gaming tablet, a Skype video tablet, or need access to thousands of apps, you need an I-Pad.I have owned a "Brand X" color e-reader for about a year, but seldom use it for reading because it causes eye strain. I have a Nook Simple Touch e-reader that is wonderful for books, but its e-ink screen is black on white only, which does not work well for colorful magazines such as "Automobile" or "National Geographic".Barnes & Noble has an offer that enables its members to buy the Nook tablet for MUCH less than the price quoted by internet vendors, so I took advantage of their offer...plus the staff of my neighborhood Barnes & Noble were very helpful, and invited me to classes they provide to teach new owners the in's and out's of their new tablet. Mine is the 8gb version, which works as well as the 16gb version. I added a 32gb memory card, so my Nook has more storage for books than I could ever fill.The Nook Tablet is the best of both worlds. It is easy on the eyes for long reading sessions because its screen was designed to prevent eye strain. The fonts are very clear, very sharp, and have very high contrast, enabling you to read with the screen set at a very low brightness level, eliminating eye strain. Independent tests have verified that the Nook tablet has less reflection and glare than any color e-reader or color tablet, because the screen's glass cover is bonded directly to the LCD, eliminated the air gap that causes glare.The vivid color makes magazines "pop" even more than their paper versions. Barnes & Noble adds a special "text only" option for magazine articles that make it easy to read the text by enlarging the fonts and putting the text of the article in a single long file.The Nook "shop" does not work as well as the Nook website on the internet for searching for specific books or categories of books. So, I downloaded the Dolphin HD browser from the Nook shop and use it to look at the Nook shop's book inventory. The Dolphin browser uses tabs, so I can put two or three books I am considering in their own tab, and switch back and forth.The Nook Tablet has Pandora Radio installed, so I can listen to my favorite music while I read books. The sound is weak through the Nook tablet's puny speaker, but wonderful through good earbuds. I also transferred about fifty of my favorite CD's to the Nook's memory card, so I can listen to music even when I am not near an internet connection.When I get tired of reading, the Nook tablet lets me watch movies and tv shows on Netflix or TV.Com. Movies on Netflix look wonderful, because the color balance on the Nook tablet is superior to that of any seven inch tablet currently available. Skin tones are difficult to get "right", but the Nook tablet does a great job.Many reviewers make the error of comparing the Nook Tablet to full-blown tablets, such as the Apple I-Pad. The Nook Tablet is designed to be an e-reader, and for that purpose, it is superior to any of its seven inch competition. The fact that it includes Pandora Radio and Netflix is a bonus...but it IS an e-reader. The Nook Shop has a relatively small number of apps, each of which has been tested to verify it works well with the Nook tablet's seven inch screen...most Android apps are designed for a three inch or four inch screen.The reading apps for children are impressive. Last week I downloaded a free children's book that combined the best of the "book world" and the "video world". The book played music in the background...as a character walked through a field, the flowers were swaying in the wind. The book provided an option to have a character read the book out loud, and an option to turn the voice off, so your child can read the book to herself. Many of the children's reading apps are free, or cost less than $5, a bargain compared with the $15 or $20 children's books sell for in stores.The Nook website offers a "book of the day" for adults and a "book of the day" for children. The illustrations in the children's books take advantage of the Nook's color screen. Yesterday's children's book was "Mary Poppins", a bargain for $2...but the REAL Mary Poppins seems a bit scary compared with the Julie Andrew's Disney version.For people who want MORE than just the world's best e-reader, Amazon.com sells a $35 SD card that converts the Nook Tablet into a conventional Android tablet with full access to Google Play and its vast array of Android apps. Just put the N2A card into the Nook's card slot, and restart the Nook. When you want to use it as just an e-reader, take the N2A card back out. Best of both worlds...the best seven inch color e-reader becomes a very good seven inch Android tablet.	3	4	27	[BEST, MUCH, LCD, HD, CD, TV, IS, REAL, MORE, SD]	10	0	1	[best, color, bonus, feature, nook, tablet, version, gb, version, best, color, bargain, purchased, discounted, price, barnes, noble, provides, designed, reading, want, gaming, tablet, skype, video, tablet, need, access, thousand, apps, need, owned, brand, x, color, year, seldom, use, reading, cause, eye, strain, nook, simple, touch, wonderful, book, screen, black, white, work, well, colorful, magazine, automobile, national, geographic, noble, offer, enables, member, buy, nook, tablet, much, le, price, quoted, internet, vendor, took, advantage, offer, plus, staff, neighborhood, barnes, noble, helpful, invited, class, provide, teach, new, owner, new, tablet, mine, version, work, well, version, added, memory, card, nook, storage, book, could, ever, ...]	{'best': 7, 'color': 9, 'bonus': 2, 'feature': 1, 'nook': 25, 'tablet': 21, 'version': 5, 'gb': 1, 'bargain': 3, 'purchased': 1, 'discounted': 1, 'price': 2, 'barnes': 3, 'noble': 4, 'provides': 1, 'designed': 4, 'reading': 6, 'want': 3, 'gaming': 1, 'skype': 1, 'video': 2, 'need': 2, 'access': 2, 'thousand': 1, 'apps': 6, 'owned': 1, 'brand': 1, 'x': 1, 'year': 1, 'seldom': 1, 'use': 3, 'cause': 2, 'eye': 4, 'strain': 3, 'simple': 1, 'touch': 1, 'wonderful': 3, 'book': 18, 'screen': 6, 'black': 1, 'white': 1, 'work': 4, 'well': 4, 'colorful': 1, 'magazine': 3, 'automobile': 1, 'national': 1, 'geographic': 1, 'offer': 3, 'enables': 1, 'member': 1, 'buy': 1, 'much': 1, 'le': 3, 'quoted': 1, 'internet': 3, 'vendor': 1, 'took': 1, 'advantage': 2, 'plus': 1, 'staff': 1, 'neighborhood': 1, 'helpful': 1, 'invited': 1, 'class': 1, 'provide': 1, 'teach': 1, 'new': 2, 'owner': 1, 'mine': 1, 'added': 1, 'memory': 2, 'card': 6, 'storage': 1, 'could': 1, 'ever': 1, 'world': 5, 'easy': 2, 'long': 2, 'session': 1, 'prevent': 1, 'font': 2, 'clear': 1, 'sharp': 1, 'high': 1, 'contrast': 1, 'enabling': 1, 'read': 5, 'set': 1, 'low': 1, 'brightness': 1, 'level': 1, 'eliminating': 1, 'independent': 1, 'test': 1, 'verified': 1, 'reflection': 1, 'glare': 1, 'glass': 1, 'cover': 1, ...}
17	A1A5KUIIIHFF4U	1400501466	Anonymous "Anonymous"	1	2012-03-24	This thing is a junk kids toy. Have no idea why people love this thing so much, you can't load any applications unless they are from the Barnes & Noble store and you can't even download the free version of Angry Birds.Apparently Barnes & Noble is worse than Apple at remotely disabling Nooks they deemed rooted by end users. You have less control of this thing than you would your TV.The root kits are useless for this OS version 1.4.2 and the instructions to root / jailbreak it read worse than rocket instructions from annoying geeks !It is an overpriced Barnes & Noble franchise in your dumb little hands and you're well served keeping your receipt and refunding it.	4	9	3	[TV, OS]	2	1	0	[thing, junk, kid, toy, idea, people, love, thing, much, ca, load, application, unless, barnes, noble, store, ca, even, download, free, version, angry, barnes, noble, worse, apple, remotely, disabling, nook, deemed, rooted, end, user, le, control, thing, would, root, kit, useless, o, version, instruction, root, jailbreak, read, worse, rocket, instruction, annoying, geek, overpriced, barnes, noble, franchise, dumb, little, hand, well, served, keeping, receipt, refunding]	{'thing': 3, 'junk': 1, 'kid': 1, 'toy': 1, 'idea': 1, 'people': 1, 'love': 1, 'much': 1, 'ca': 2, 'load': 1, 'application': 1, 'unless': 1, 'barnes': 3, 'noble': 3, 'store': 1, 'even': 1, 'download': 1, 'free': 1, 'version': 2, 'angry': 1, 'worse': 2, 'apple': 1, 'remotely': 1, 'disabling': 1, 'nook': 1, 'deemed': 1, 'rooted': 1, 'end': 1, 'user': 1, 'le': 1, 'control': 1, 'would': 1, 'root': 2, 'kit': 1, 'useless': 1, 'o': 1, 'instruction': 2, 'jailbreak': 1, 'read': 1, 'rocket': 1, 'annoying': 1, 'geek': 1, 'overpriced': 1, 'franchise': 1, 'dumb': 1, 'little': 1, 'hand': 1, 'well': 1, 'served': 1, 'keeping': 1, 'receipt': 1, 'refunding': 1}
18	A2UL4M5SXL7L0A	1400501466	basieswings	5	2012-07-15	Excellent hardware, boot from SD for full tablet functionality I bought this for my husband for his birthday after trying it out in BN and seeing how amazingly responsive it is. I did a lot of research and put a lot of thought into it, almost buying him a kindle fire because I thought it was more "manly" looking. After much consideration and comparison of hardware, I opted to get this one. The big selling point for me the fact that it can boot from the SD card. I have seen the N2A (Nook2Android) SD cards here on Amazon and wanted him to have that functionality but didn't want to pay that much for one, so I did some googling and figured out how to make one myself. I purchased a 16GB micro SD card and in about an hour and a half, had the thing booting to CM7 from the SD card, and now it has full tablet functionality. It runs AWESOME, super smooth and very responsive, full tablet capabilities including running 3rd party apps and access to the google play store, and all without rooting or voiding the warranty. All he has to do to put it back to stock is remove the SD card (which he never does! It is pretty much useless in its stock form unless you only do light web browsing and read ebooks) My husband LOVES it and couldn't be happier with it. He uses it every day. The only thing it doesn't have that I consider a negative is a camera. MY tablet (Acer Picasso) has a camera and I do actually use it quite a bit, but my husband says he wouldn't use one on a tablet so it doesn't bother him anyway. He also dowloaded Kingsoft Office and now uses this for work as well. Unbeatable hardware at an unbeatable price.... and don't let the restrictive stock software stop you from buying it... just go around it!!!	11	11	15	[SD, BN, SD, SD, SD, SD, AWESOME, SD, LOVES, MY]	10	4	1	[excellent, hardware, boot, sd, full, tablet, functionality, bought, husband, birthday, trying, bn, seeing, amazingly, responsive, lot, research, put, lot, thought, almost, buying, kindle, fire, thought, manly, looking, much, consideration, comparison, hardware, opted, get, one, big, selling, point, fact, boot, sd, card, seen, sd, card, amazon, wanted, functionality, want, pay, much, one, googling, figured, make, one, purchased, micro, sd, card, hour, half, thing, booting, sd, card, full, tablet, functionality, run, awesome, super, smooth, responsive, full, tablet, capability, including, running, party, apps, access, google, play, store, without, rooting, voiding, warranty, put, back, stock, remove, sd, card, never, pretty, much, useless, stock, form, ...]	{'excellent': 1, 'hardware': 3, 'boot': 2, 'sd': 6, 'full': 3, 'tablet': 5, 'functionality': 3, 'bought': 1, 'husband': 3, 'birthday': 1, 'trying': 1, 'bn': 1, 'seeing': 1, 'amazingly': 1, 'responsive': 2, 'lot': 2, 'research': 1, 'put': 2, 'thought': 2, 'almost': 1, 'buying': 2, 'kindle': 1, 'fire': 1, 'manly': 1, 'looking': 1, 'much': 3, 'consideration': 1, 'comparison': 1, 'opted': 1, 'get': 1, 'one': 4, 'big': 1, 'selling': 1, 'point': 1, 'fact': 1, 'card': 5, 'seen': 1, 'amazon': 1, 'wanted': 1, 'want': 1, 'pay': 1, 'googling': 1, 'figured': 1, 'make': 1, 'purchased': 1, 'micro': 1, 'hour': 1, 'half': 1, 'thing': 2, 'booting': 1, 'run': 1, 'awesome': 1, 'super': 1, 'smooth': 1, 'capability': 1, 'including': 1, 'running': 1, 'party': 1, 'apps': 1, 'access': 1, 'google': 1, 'play': 1, 'store': 1, 'without': 1, 'rooting': 1, 'voiding': 1, 'warranty': 1, 'back': 1, 'stock': 3, 'remove': 1, 'never': 1, 'pretty': 1, 'useless': 1, 'form': 1, 'unless': 1, 'light': 1, 'web': 1, 'browsing': 1, 'read': 1, 'ebooks': 1, 'love': 1, 'could': 1, 'happier': 1, 'us': 2, 'every': 1, 'day': 1, 'consider': 1, 'negative': 1, 'camera': 2, 'acer': 1, 'picasso': 1, 'actually': 1, 'use': 2, 'quite': 1, 'bit': 1, 'say': 1, 'would': 1, 'bother': 1, 'anyway': 1, 'also': 1, ...}
19	A2FHM5FB0BXKGA	1400501466	Dr. Elaine O. Chaika "book, movie, tech lover"	5	2012-02-16	Outstanding 7" Tablet Months later, I am still happy with this Tablet, but you should know 2 things. One is, you'll get it for $224 if you're a B&N; member. Also, if you go online, often they have a deal such that if you buy a year's subscription to the NY Times, they reduce the price of the Tablet. To get the member's discount, you're better off going to a B&N; store. BUT THE BIG THING is, if you already own Kindle books, Barnes and Noble stupidly don't provide a Kindle app, HOWEVER, you can buy the cheapest n2a card, either on Amazon or on n2a.com. This allows you to boot your Tablet up as a full Android tablet (like the $500 ones), and you can get the Kindle app on that. There's no problem accessing your Kindle books on the Nook. Since, as noted below, the Nook eReader is beautifully designed, much better in my opinion than any Kindle, so I use my n2a card only when I'm reading a Kindle book. I find B%N and Amazon charge about the same for books. There are some books on Nook that Kindle doesn't have, and some on Kindle that Nook doesn't have. However, only Nook has the Page Perfect editions and the Enhanced editions of books with embedded video, audio clips, and animations.One other thing: the Nook has a tab for "My Stuff" so you can download music, pictures, videos and documents easily onto the Nook. You don't have to buy music for it. Use what's on your PC or what you rip from disk. I am doing a project of editing and making slide shows of over 4,000 pictures. For that, I bought a 32 disk san drive for the Nook to download the pictures to and to work on them using a Nook app. I don't know how you could do that on the 8 gig Fire. I don't know if you can put pictures on the Cloud for the Fire. However, I can make many different slide shows and digital albums on the Nook Tablet without any Cloud.I got this and the Kindle Fire on November 16, 2012. Then came days of comparing them side by side. You can see my review of the Fire on its page's customer reviews, so, how about the Nook? First of all, if you want one, get it from Barnes and Noble. It cost $199 with a year's subscription to the NY Times. Even without that discount, it costs $249 with free shipping (and, this month the NOOKcolor Tablet is only $149!)Hands down, for the money there is no finer Tablet than this Nook. Some reviewers say they're going to get a Sony or a Galaxy for their features. I have no quarrel with that, but you pay for those features. Sony and Galaxy are fine tablets--I've tried them out, too. However, the Sony is on sale for $399.99 this month, and the 32 bit is on sale for $499.99. Comparing it side by side with the Nook, the Sony salesperson said, "Wow! it's as good as the Sony!" Yes, and for about the half the price.Another salesman lamented that the Sony doesn't have the Netflix app, which comes with the Nook. Of course, Sony wants you to buy their movies. Barnes & Noble just wants you to buy their books, which is fine for a Bookaholic like me. B&N; has 2,500,000 titles available, over 1,000,000 free. Since they have a lot of earlier editions of books, Book Freaks like me can purchase those or get them free. They even have a Page Perfect series which are facsimiles of beautifully designed books. What you see on your screen is what a reader in 1867 or 2007 saw, brilliantly illustrated and unusually printed books. You'd pay a fortune for them in their original editions, not $3.99. Many children's classics are in this series, but also adult books, like Butterflies.The Nook also has Enhanced Editions with audio and video clips embedded in the text. Some of the old books are also Enhanced. Changes because of misprints or other errors in the original are underlined. You touch them, and can see what the original had. One of my Nook Books is a collection of Kafka. You touch underlined passages and up pops a picture of the street Kafka has mentioned, or of a notable person he's alluded to. In general, eBooks are superior to paper if they are on a Tablet with access to the Web. You read in more depth, and can envision what the author is writing about without interrupting your reading experience. The Nook's connection to the Web is as fast as your wifi and is accessible with two clicks: Look up and Google (or Wikipedia).The Nook comes with Pandora and you can also download music from your computer using the USB cord which comes with the Nook. Pictures, videos and documents can all be downloaded to the Nook, which has built-in folders for each, and, if the 16 Gig iof the Tablet is not enough for you, you can put a 32 Gig or smaller SD card.That's not all! If you're App happy, you can buy the N2A card for the Nook Tablet, which gives you every App in the Android Marketplace without rooting it and voiding the warranty. I myself have been happy so far with the thousand or more apps available for the Nook, with new ones being added each week. Truthfully, if it's apps that are what you want most in a tablet, the way to go is the iPad--for $600-$700 at the least.I gave my granddaughter a Nook Tablet. Many of her friends have iPads; however, she says, she can get the same apps as her friends do. Using the Drawing app, she designed her birthday party invites on her Nook and then emailed them also using her Nook eMail. She says she prefers Angry Birds on the Nook. I can't comment. Angry Birds don't tempt me, but I do play some games on my Nook.The Nooks have no cameras or Face Time, but with the money you save by buying the Nook, you can get an iPhone which does have both. If you want features like that in a Tablet, it costs $500 or more plus monthly data fees. No data fees with the Nook, of course, although you can browse the Web with ease and speed, depending on your router.You can stream movies and TV stories with ease on the Nook. The picture quality is excellent if your wifi is. I'm in a rural area with no 4G, but I still get crisp, clear movies with my wifi device. Apps standard on the Nook are Hulu, Smithsonian, Showtime, and Netflix. There may be more sources of flicks on it, but, truthfully, I haven't looked--and, since they add apps every week, you have to keep looking.If, like me, your primary use for a Tablet is reading, the Nook is tops. Their eReader is elegantly designed and beautifully intuitive. It even tells you how many pages are left in the chapter you'e on. Notice, it displays page numbers, not "locations" like the Fire. If you can't remember who a character is, put your finger lightly on the name. 5 popups show instantly. Touch Find, and in a second you have a page which lists every page that word has been on, complete with it sentence. (You can do this with place names as well.) The other choices are Highlight, Note, Share, Look Up. The Share lets you highlight a passage and send it to your Contacts--not social networking sites. For those, you use the Share option in the menu at the bottom of the screen. My friends tell me they love getting these passages from me. Of course, I choose those that are witty or relevant to a discussion we've had. Other reading options are Go to Page, Back, Find (for when you want to type in the search screen), Contents, Text options, Brightness and Discover. This last shows you other books on the subject you're reading about or by the same author.In short, as an eReader, the Nook is tops. As a Tablet, it does well, although not as well as those that are way more expensive. Actually, everything it does do, it does very well. It just doesn't have certain features--but that is true of every Tablet I've seen except the iPad. As of now, the iPad's picture quality is not as good as the Nook's or, for that matter, the Fire's. The iPad3 will have hi def, however.	17	19	81	[NY, BUT, THE, BIG, THING, HOWEVER, PC, NY, USB, SD, TV]	11	5	1	[outstanding, tablet, month, later, still, happy, tablet, know, thing, one, get, b, n, member, also, go, online, often, deal, buy, year, subscription, ny, time, reduce, price, tablet, get, member, discount, better, going, b, n, store, big, thing, already, kindle, book, barnes, noble, stupidly, provide, kindle, app, however, buy, cheapest, card, either, amazon, allows, boot, tablet, full, android, tablet, like, one, get, kindle, app, problem, accessing, kindle, book, nook, since, noted, nook, ereader, beautifully, designed, much, better, opinion, kindle, use, card, reading, kindle, book, find, b, n, amazon, charge, book, book, nook, kindle, kindle, nook, however, nook, page, perfect, edition, enhanced, ...]	{'outstanding': 1, 'tablet': 18, 'month': 3, 'later': 1, 'still': 2, 'happy': 3, 'know': 3, 'thing': 3, 'one': 5, 'get': 9, 'b': 4, 'n': 4, 'member': 2, 'also': 6, 'go': 3, 'online': 1, 'often': 1, 'deal': 1, 'buy': 6, 'year': 2, 'subscription': 2, 'ny': 2, 'time': 3, 'reduce': 1, 'price': 1, 'discount': 2, 'better': 2, 'going': 2, 'store': 1, 'big': 1, 'already': 1, 'kindle': 9, 'book': 15, 'barnes': 3, 'noble': 3, 'stupidly': 1, 'provide': 1, 'app': 7, 'however': 6, 'cheapest': 1, 'card': 3, 'either': 1, 'amazon': 2, 'allows': 1, 'boot': 1, 'full': 1, 'android': 2, 'like': 7, 'problem': 1, 'accessing': 1, 'nook': 34, 'since': 3, 'noted': 1, 'ereader': 3, 'beautifully': 3, 'designed': 4, 'much': 1, 'opinion': 1, 'use': 4, 'reading': 5, 'find': 3, 'charge': 1, 'page': 8, 'perfect': 2, 'edition': 5, 'enhanced': 3, 'embedded': 2, 'video': 4, 'audio': 2, 'clip': 2, 'tab': 1, 'stuff': 1, 'download': 3, 'music': 3, 'picture': 8, 'document': 2, 'easily': 1, 'onto': 1, 'pc': 1, 'rip': 1, 'disk': 2, 'project': 1, 'editing': 1, 'making': 1, 'slide': 2, 'show': 4, 'bought': 1, 'san': 1, 'drive': 1, 'work': 1, 'using': 4, 'could': 1, 'gig': 3, 'fire': 6, 'put': 3, 'cloud': 1, 'make': 1, 'many': 4, 'different': 1, 'digital': 1, ...}
20	A6VFSC0BW75Y0	1400501466	Frederick J. Haab	2	2012-01-04	People shouldn't be surprised about what it is, but still disappointing. I pulled the trigger on three of these on pre-order back in November. I'd cancelled my order for as many Kindle Fires because I felt the technical specs justified the extra $50 for the Nook Tablet. I also appreciated more onboard storage and expandability since we're a four person family and I drive ... all three were for my wife and kids and not me, and I expected they'd be used on the road a lot.I think that by the time anyone reads this they should know that the tablets (both Kindle and Nook, to be fair) are tied to their respective distributors. That didn't come as any surprise to me, I fully expected it. I knew that, without modifying the device (not really acceptable for your average person, if you ask me), I would be stuck with B&N;'s app store. What I didn't know was how woefully limited that app store really is; it pales in comparison to Amazon's and doesn't even register when compared to the android marketplace.My daughter got hers first (a late birthday present). For the most part, she was satisfied with it. I made sure wifi was available throughout the house; we downloaded a couple of apps (Angry Birds, of course, and a drawing program). The first thing to notice is that the B&N; app store has a tiny selection of free apps. The ad-sponsored version of Angry Birds can't be found, but for a couple of bucks I didn't mind paying - I paid for the non-ad version for my phone, too.Netflix works as well on the tablet as it does on any other device in my home (PS3 and a bluray player, both hardwired networking) as long as wifi connection is good. Her other use was email, and since she hardly gets any, the built in app was OK.The other two tablets I purchased were for Christmas for my wife and son, and that's where the problems started. My wife gets copious amounts of email from several different accounts and likes to keep it as neat as possible... she also uses her smartphone and computer and doesn't want to have to delete things three times. The built in email application absolutely sucks. You can't even empty the trash to completely delete messages you don't want. We experienced this on our phones and installed the highest rated email app we could find on the android marketplace, which also happened to be a FREE app. B&N; makes nothing by distributing free apps in their marketplace, so this app was not available at all, and the selection was slim for other apps. Even the touchpad app that people were using to syncronize with Microsoft Exchange servers apparently doesn't work (and is very expensive for an app).As I mentioned, I knew I'd be limited to B&N; app store - I just didn't realize how limited that app store was.My wife then started getting a bunch of free samples of books, and bought several of them. They all downloaded except one stubborn one. That book would load just fine on all the other Nooks in our house (the other two Tablets and we have two original Nooks, as well). I sent an email to technical support and received the usual "we got your request and will reply as soon as possible" message, along with the addition that they are experiencing a high volume of help requests. That was a week ago and we still have not heard back. After a few days, though, we physically took the Nook to the store to get help. Nothing worked; off/on, archive/unarchive, even de and re-registered the device (losing our wifi and email configs in the process). This book still will not load.We finally "side loaded" the book, which required installing a program on my wife's PC (which is very annoying in itself) and we were required to create an Adobe ID (how much spam will we get from them, I wonder?). After side-loading the book, it has no cover art... more annoyance. That book still won't download correctly, even after they told us it'd be fixed in 48 hours (that was five days ago).I am not one to "root" products like these (especially since they aren't "mine," as I won't be the one using them). As the "guy," it seems I'm responsible for all technical support in the house and didn't want to deal with the ramifications (or, frankly, even take the time to run through all those steps to do it). It's not that I can't, it's that it's a pain in the buttocks and I simply shouldn't have to. We were not asking for the world, we were asking for a table that had Nook e-reader software and allowed a few other niceties. I wasn't expecting an iPad for $250, but I was expecting working software and a functional email program.It's technically not a bad tablet - the screen is bright and clear and responsive; the UI is decent (although I prefer the four buttons on my android phone over the single big "n" button on the Nook). It's solidly built and sturdy; with Angry Birds and Netflix as my only benchmarks I can say they both run much better than they do on my phone, with no pauses (that I saw) in Angry Birds at all.However, the accumulation of annoyances was a bit too much for me (let's say there was a nagging voice coming from somewhere... the other side of the bed). I am returning all three - luckily B&N; has a holiday policy that will allow me to return them, which is very cool of them. They have not lost me as a customer; I have my books purchased from them and will continue to buy.I hope them the best in the future; it was a nice try. If they just weren't so tight fisted about control over content (especially apps, in this case) I'd have stuck with it. Technically speaking, the device is quite good and, at the current time, IMO, the hardware is worth the price tag. I wouldn't mind being limited to the B&N; app store if they actually offered more apps... a LOT more, as they have practically nothing compared to what's available for the android community at large. Again, I'm not asking for an iPad; I know the iPad can do some really cools things this Tablet can't, just something to make the "tablet" part of the Nook Tablet more worthwhile.I imagine they'll fix glitches with the download problem, too. I'm not the only person who had a problem, but I think everyone else managed to find a solution (besides side-loading). Keep in mind I generally know what I'm doing and tried everything, and the "expert" at the brick-and-mortar store couldn't fix it, either. The lady from Glee didn't come out and entertain us while they fixed our tablet, either... that was disappointing.So that's my review - it's decent hardware hamstrung by a few bugs and tight fisted control over content. Some will argue that it's not meant to be a tablet, it's meant to be an e-reader, but let's be honest - it's marketed as a tablet; it's called the Nook TABLET. It doesn't have to be an iPad, but it should work a lot better than it does at being a tablet.	5	5	43	[OK, FREE, PC, ID, UI, IMO, LOT, TABLET]	8	1	1	[people, surprised, still, disappointing, pulled, trigger, three, back, november, cancelled, order, many, kindle, fire, felt, technical, spec, justified, extra, nook, tablet, also, appreciated, onboard, storage, expandability, since, four, person, family, drive, three, wife, kid, expected, used, road, think, time, anyone, read, know, tablet, kindle, nook, fair, tied, respective, distributor, come, surprise, fully, expected, knew, without, modifying, device, really, acceptable, average, person, ask, would, stuck, b, n, app, store, know, woefully, limited, app, store, really, pale, comparison, amazon, even, register, compared, android, daughter, got, first, late, birthday, present, part, satisfied, made, sure, wifi, available, throughout, house, downloaded, couple, apps, angry, bird, ...]	{'people': 2, 'surprised': 1, 'still': 4, 'disappointing': 1, 'pulled': 1, 'trigger': 1, 'three': 4, 'back': 2, 'november': 1, 'cancelled': 1, 'order': 1, 'many': 1, 'kindle': 2, 'fire': 1, 'felt': 1, 'technical': 3, 'spec': 1, 'justified': 1, 'extra': 1, 'nook': 9, 'tablet': 14, 'also': 3, 'appreciated': 1, 'onboard': 1, 'storage': 1, 'expandability': 1, 'since': 3, 'four': 2, 'person': 3, 'family': 1, 'drive': 1, 'wife': 5, 'kid': 1, 'expected': 2, 'used': 1, 'road': 1, 'think': 2, 'time': 4, 'anyone': 1, 'read': 1, 'know': 4, 'fair': 1, 'tied': 1, 'respective': 1, 'distributor': 1, 'come': 2, 'surprise': 1, 'fully': 1, 'knew': 2, 'without': 1, 'modifying': 1, 'device': 4, 'really': 3, 'acceptable': 1, 'average': 1, 'ask': 1, 'would': 3, 'stuck': 2, 'b': 6, 'n': 7, 'app': 12, 'store': 8, 'woefully': 1, 'limited': 4, 'pale': 1, 'comparison': 1, 'amazon': 1, 'even': 6, 'register': 1, 'compared': 2, 'android': 4, 'daughter': 1, 'got': 2, 'first': 2, 'late': 1, 'birthday': 1, 'present': 1, 'part': 2, 'satisfied': 1, 'made': 1, 'sure': 1, 'wifi': 3, 'available': 3, 'throughout': 1, 'house': 3, 'downloaded': 2, 'couple': 2, 'apps': 6, 'angry': 4, 'bird': 4, 'course': 1, 'drawing': 1, 'program': 2, 'thing': 3, 'notice': 1, 'tiny': 1, 'selection': 2, 'free': 4, 'version': 2, 'ca': 4, ...}
21	AQNEQQ96MKX3Y	1400501466	Gojira Neko (godzilla cat) "widowpress"	4	2012-02-27	GREAT .cbz (comic file) reader an more! I went to a few places just to try testing them out, best place to test them out first hand was BN. The people at Walmart didn't want you near them, and didn't know ANYTHING about them. Best Buy was pretty much the same, except you could 'sorta' test them out. BN though had people trained to know EVERYTHING about them, even the stuff that was not listed about them on the BN website.First thing not listed: if the Nook Colour can do it, so can the Nook Tablet. (for instance... read .cbz files without installing any extra apps)The 16gb model was much more responsive than the 8gb, so to me it was well worth the extra 50 bucks.Add to that that currently if you buy one at BN and don't like it, you have 2 weeks to return it for a full refund as long as it is still in new condition (so no attempting to root the device, which from what the rep told me will brick it unlike the Colour)that pretty much sold me, I found a place with micro SD cards on sale, bought a few, and took my Nook home.Pros:The screen is AWESOME! I use it for reading .cbz comics and .pdf files more than anything. The missing gap between the glass and screen made reading much better. Also the response on the touch screen was great.much better response time at turning pages, launching apps and using the inet that other tablets in the budget rangenative flash supportnative .cbz support (main reason I bought it)supports almost every popular ebook format except for .mobi (which can be converted to epub or .pdf anyway)good size for holding one handed for reading and lightweight (under a pound)battery life... 11 hours+ with wifi off, 8+ with it on, I tried it out and watched lots of movies and did some reading on it without it coming close to dying on me.a test drive opportunity if you buy it at BN and dont scratch it up or anything. I like the idea that I was able to take it home and so if it actually does everything that I want it to do wihtout a fear that I'm stuck with it for good.also if you buy it from BN you can buy an 'oops' return warranty (which means if you spill coffee on it or drop it, it can be replaced)affordable if you go without things like eating out 2x a week for awhileCons:lack of Android Market, lack of some apps I would like to see on the BN market (such as Google Music app) no sideloading apps at the moment either. That being said, this also means that apps available from BN will actually work with your Nook, there isnt a quantity over quality in the app store either. This means that if you've bought an app from Android market, you will have to buy it again if you want to use it on the Nook.The screen. trust me, I love it. But unlike other tablets where if you crack the glass you just have to replace the glass, on the Nook if you crack it, the screen is toastno front facing camera (or any camera for that matter). The ability to use Skype would have been nice, but wasn't a complete necessity. I've had many friends with tablets that had a camera that swear they never used it even once, and thinking about it, I wuld seldom use it either since most places outsite of my house that I will use it are places where video chatting would be frowned on, like Starbucks or the libraryno bluetooth, which to me didn't matter, but it seems to be an issue for some people. There IS bluetooth, but it's disabled and there isn't a way to enable itno GPS, this would be nice, unlike bluetooth, I would actually use it.mono speaker instead of stereo, again seems to be an issue for other people, I plug it into the minijack on my surround sound at home or the jack in my car stereo when I'm on the road though and its just fine. I use headphones if I'm out and about. Why on earth would I care about speakers that I never use anyway?no .flac support. a good chunk of my digital music now is .flac. it does have .ogg support thoughno .avi support. again, a massive portion of my movies etc are all in .avi format. It does have .mkv and .mp4 support though, so from here on out I will just have to rip my video files in those formats if I plan on watching them on it.lack of decent accessories selection. lets face it, the case market seems to be geared toward people that worship at the church of Steve, and the availability of accessories shows it.	6	6	24	[GREAT, BN, ANYTHING, BN, EVERYTHING, BN, BN, SD, AWESOME, BN, BN, BN, BN, IS, GPS]	15	3	1	[great, comic, file, reader, went, place, try, testing, best, place, test, first, hand, bn, people, walmart, want, near, know, anything, best, buy, pretty, much, except, could, test, bn, though, people, trained, know, everything, even, stuff, listed, bn, thing, listed, nook, colour, nook, tablet, instance, read, file, without, installing, extra, apps, model, much, responsive, well, worth, extra, currently, buy, one, bn, like, week, return, full, refund, long, still, new, condition, attempting, root, device, rep, told, brick, unlike, colour, pretty, much, sold, found, place, micro, sd, card, sale, bought, took, nook, screen, awesome, use, reading, comic, file, anything, missing, gap, glass, screen, ...]	{'great': 1, 'comic': 2, 'file': 4, 'reader': 1, 'went': 1, 'place': 5, 'try': 1, 'testing': 1, 'best': 2, 'test': 3, 'first': 1, 'hand': 1, 'bn': 8, 'people': 5, 'walmart': 1, 'want': 3, 'near': 1, 'know': 2, 'anything': 3, 'buy': 6, 'pretty': 2, 'much': 4, 'except': 2, 'could': 1, 'though': 3, 'trained': 1, 'everything': 2, 'even': 2, 'stuff': 1, 'listed': 2, 'thing': 2, 'nook': 5, 'colour': 2, 'tablet': 4, 'instance': 1, 'read': 1, 'without': 3, 'installing': 1, 'extra': 2, 'apps': 5, 'model': 1, 'responsive': 1, 'well': 1, 'worth': 1, 'currently': 1, 'one': 2, 'like': 5, 'week': 2, 'return': 2, 'full': 1, 'refund': 1, 'long': 1, 'still': 1, 'new': 1, 'condition': 1, 'attempting': 1, 'root': 1, 'device': 1, 'rep': 1, 'told': 1, 'brick': 1, 'unlike': 3, 'sold': 1, 'found': 1, 'micro': 1, 'sd': 1, 'card': 1, 'sale': 1, 'bought': 3, 'took': 1, 'screen': 5, 'awesome': 1, 'use': 8, 'reading': 4, 'missing': 1, 'gap': 1, 'glass': 3, 'made': 1, 'better': 2, 'also': 2, 'response': 2, 'touch': 1, 'time': 1, 'turning': 1, 'page': 1, 'launching': 1, 'using': 1, 'inet': 1, 'budget': 1, 'rangenative': 1, 'flash': 1, 'supportnative': 1, 'support': 6, 'main': 1, 'reason': 1, 'almost': 1, 'every': 1, 'popular': 1, 'ebook': 1, 'format': 3, ...}
22	AW3LX47IHPFRL	1400501466	Lologuy "cracked PDA"	5	2012-06-16	Great if rooted Nice specs with nice screen. Not worth the price with just the stock operating system, might as well save the bucks and buy the cheaper color model. You cannot use the larger 16gb internal memory to load your own files as the bad boys at B&N; restricts your access to only 1gb of that memory. UPDATE: Because of the unhappy owners B&N; will relax this restriction when you take the unit into their store and reserved space will be changed so you get 8gb free space.As is, the unit is SEVERELY crippled from making full use of its outstanding specs. Turn this baby into a great Android tablet by "rooting" it - easily and painlessly done by buying one of those SD card based kits. I got a 32 GB card with the root kit and I now have full access to Android apps with the ability to revert back to stock is if desired. You can now get all these capabilities on a really good performing tablet for well under $130 (like new used) but remember you get a unit that's a generation old and doesn't have bluetooth, gps, and hdmi out like most other newer tablets have.	3	3	7	[UPDATE, SEVERELY, SD, GB]	4	0	1	[great, rooted, nice, spec, nice, screen, worth, price, stock, operating, system, might, well, save, buck, buy, cheaper, color, model, use, larger, internal, memory, load, file, bad, boy, b, n, restricts, access, memory, update, unhappy, owner, b, n, relax, restriction, take, unit, store, reserved, space, changed, get, free, unit, severely, crippled, making, full, use, outstanding, spec, turn, baby, great, android, tablet, rooting, easily, painlessly, done, buying, one, sd, card, based, kit, got, gb, card, root, kit, full, access, android, apps, ability, revert, back, stock, desired, get, capability, really, good, performing, tablet, well, like, new, used, remember, get, unit, generation, old, bluetooth, ...]	{'great': 2, 'rooted': 1, 'nice': 2, 'spec': 2, 'screen': 1, 'worth': 1, 'price': 1, 'stock': 2, 'operating': 1, 'system': 1, 'might': 1, 'well': 2, 'save': 1, 'buck': 1, 'buy': 1, 'cheaper': 1, 'color': 1, 'model': 1, 'use': 2, 'larger': 1, 'internal': 1, 'memory': 2, 'load': 1, 'file': 1, 'bad': 1, 'boy': 1, 'b': 2, 'n': 2, 'restricts': 1, 'access': 2, 'update': 1, 'unhappy': 1, 'owner': 1, 'relax': 1, 'restriction': 1, 'take': 1, 'unit': 3, 'store': 1, 'reserved': 1, 'space': 1, 'changed': 1, 'get': 3, 'free': 1, 'severely': 1, 'crippled': 1, 'making': 1, 'full': 2, 'outstanding': 1, 'turn': 1, 'baby': 1, 'android': 2, 'tablet': 3, 'rooting': 1, 'easily': 1, 'painlessly': 1, 'done': 1, 'buying': 1, 'one': 1, 'sd': 1, 'card': 2, 'based': 1, 'kit': 2, 'got': 1, 'gb': 1, 'root': 1, 'apps': 1, 'ability': 1, 'revert': 1, 'back': 1, 'desired': 1, 'capability': 1, 'really': 1, 'good': 1, 'performing': 1, 'like': 2, 'new': 1, 'used': 1, 'remember': 1, 'generation': 1, 'old': 1, 'bluetooth': 1, 'gps': 1, 'hdmi': 1, 'newer': 1}
23	A1E3OB6QMBKRYZ	1400501466	MagnumMan	1	2012-10-13	Not a Real Tablet If all you want is a tablet for reading B&N; books and periodicals and maybe playing the occasional cheesy game, this is for you. Otherwise, pass.This is listed as an Android tablet but it's not. It's Android on the surface but it can't access Google Play and instead uses the B&N; app store. This means paying for apps that are free elsewhere.Also, my unit takes an incredibly slow 2 minutes to boot, drops wireless signals that are strong and includes a browser that has the speed of a 90s drug store computer.Wonder where the camera is? It's at the factory -- there isn't one. Forget Skype or face to face video chatting.Spend your $200 on a real tablet.By the way, not a slap at Amazon, just the tablet itself.	6	6	6	[]	0	1	1	[real, tablet, want, tablet, reading, b, n, book, periodical, maybe, playing, occasional, cheesy, game, otherwise, listed, android, tablet, android, surface, ca, access, google, play, instead, us, b, n, app, store, mean, paying, apps, free, unit, take, incredibly, slow, minute, boot, drop, wireless, signal, strong, includes, browser, speed, drug, store, camera, factory, one, forget, skype, face, face, video, real, way, slap, amazon, tablet]	{'real': 2, 'tablet': 4, 'want': 1, 'reading': 1, 'b': 2, 'n': 2, 'book': 1, 'periodical': 1, 'maybe': 1, 'playing': 1, 'occasional': 1, 'cheesy': 1, 'game': 1, 'otherwise': 1, 'listed': 1, 'android': 2, 'surface': 1, 'ca': 1, 'access': 1, 'google': 1, 'play': 1, 'instead': 1, 'us': 1, 'app': 1, 'store': 2, 'mean': 1, 'paying': 1, 'apps': 1, 'free': 1, 'unit': 1, 'take': 1, 'incredibly': 1, 'slow': 1, 'minute': 1, 'boot': 1, 'drop': 1, 'wireless': 1, 'signal': 1, 'strong': 1, 'includes': 1, 'browser': 1, 'speed': 1, 'drug': 1, 'camera': 1, 'factory': 1, 'one': 1, 'forget': 1, 'skype': 1, 'face': 2, 'video': 1, 'way': 1, 'slap': 1, 'amazon': 1}
24	A19N3S7CBSU6O7	1400501466	OregonBay " OregonBay - 1999 to 2014"	5	2011-12-01	Nook Tablet The Nook Tablet is a solid hybrid tablet/eBook reader. It excels at eBook reading, and has many functions as a tablet as well. This is a minor upgrade for Nook Color owners, but a major upgrade for those going from the Nook or Kindle eInk display reader.Pros:7" VividView IPS touchscreen, bonded for glare reduction. This is the best IPS screen on the market in this class of device.MicroSD card slot, for up to 32GB of extra storage.Built-in Microphone for voice recording, particularly usefull to "read" books to your children without having to physically be there.Reliable Wifi card.1 GB built in RAM for smooth, fast video.Netflix and Hulu.eReader bests the competitions.Easy to root, if that is something you would do.Cons:It's $50 more than some low end hybrids.Much like the other low end tablet's, it runs on Android, which is not the best tablet experience.Limited apps, although the list expands almost daily.Overall, this is a great device and although it is $50 more than some of the competitors models, it is also a far more refined product which doesn't have many of the problems of the others.Highly recommended!	33	39	4	[IPS, IPS, GB, RAM]	4	1	1	[nook, tablet, nook, tablet, solid, hybrid, reader, excels, ebook, reading, many, function, tablet, well, minor, upgrade, nook, color, owner, major, upgrade, going, nook, kindle, eink, display, vividview, ip, touchscreen, bonded, glare, reduction, best, ip, screen, market, class, card, slot, extra, microphone, voice, recording, particularly, usefull, read, book, child, without, physically, wifi, gb, built, ram, smooth, fast, best, root, something, would, low, end, like, low, end, tablet, run, android, best, tablet, apps, although, list, expands, almost, great, device, although, competitor, model, also, far, refined, product, many, problem, recommended]	{'nook': 4, 'tablet': 5, 'solid': 1, 'hybrid': 1, 'reader': 1, 'excels': 1, 'ebook': 1, 'reading': 1, 'many': 2, 'function': 1, 'well': 1, 'minor': 1, 'upgrade': 2, 'color': 1, 'owner': 1, 'major': 1, 'going': 1, 'kindle': 1, 'eink': 1, 'display': 1, 'vividview': 1, 'ip': 2, 'touchscreen': 1, 'bonded': 1, 'glare': 1, 'reduction': 1, 'best': 3, 'screen': 1, 'market': 1, 'class': 1, 'card': 1, 'slot': 1, 'extra': 1, 'microphone': 1, 'voice': 1, 'recording': 1, 'particularly': 1, 'usefull': 1, 'read': 1, 'book': 1, 'child': 1, 'without': 1, 'physically': 1, 'wifi': 1, 'gb': 1, 'built': 1, 'ram': 1, 'smooth': 1, 'fast': 1, 'root': 1, 'something': 1, 'would': 1, 'low': 2, 'end': 2, 'like': 1, 'run': 1, 'android': 1, 'apps': 1, 'although': 2, 'list': 1, 'expands': 1, 'almost': 1, 'great': 1, 'device': 1, 'competitor': 1, 'model': 1, 'also': 1, 'far': 1, 'refined': 1, 'product': 1, 'problem': 1, 'recommended': 1}
25	A1ZJF8YB4LZ356	1400501466	SCCGAC	1	2011-12-19	Tablet Good, support terrible The customer support people at Barnes & Noble site are clueless. They are useless for providing help. If you buy tablet, you are on your own. In the store it is the same.	7	13	4	[]	0	0	0	[tablet, good, support, terrible, customer, support, people, barnes, noble, site, clueless, useless, providing, help, buy, tablet, store]	{'tablet': 2, 'good': 1, 'support': 2, 'terrible': 1, 'customer': 1, 'people': 1, 'barnes': 1, 'noble': 1, 'site': 1, 'clueless': 1, 'useless': 1, 'providing': 1, 'help': 1, 'buy': 1, 'store': 1}
26	A2ENZ4FESUXXMT	1400501466	Steve Cohan	5	2012-03-12	GREAT TABLET, IT IS WHAT IT IS I was looking at expensive tablets that were more like mini notebook computers. I already have a high end notebook. I wanted something that was very portable and not combersome to take on trips, go to coffee shops and etc. I wanted the ability to get email, do limited surfing and read books. The Nook works flawlessly and the display is really nice. I have an N protocol router and the Nook is quick on the Net. I read some negative reviews here. They appear to be written by folks who want to take a $200 unit and turn it into a $500 unit with various apps and other applications. Here's a news flash for the naysayers. Go out and buy the $500 unit and quit complaining. If you want to read books, surf and get email, you'll like this unit.	9	10	11	[GREAT, TABLET, IT, IS, WHAT, IT, IS]	7	0	1	[great, tablet, looking, expensive, tablet, like, mini, notebook, computer, already, high, end, notebook, wanted, something, portable, combersome, take, trip, go, coffee, shop, etc, wanted, ability, get, email, limited, surfing, read, book, nook, work, flawlessly, display, really, nice, n, protocol, router, nook, quick, net, read, negative, review, appear, written, folk, want, take, unit, turn, unit, various, apps, application, news, flash, naysayer, go, buy, unit, quit, complaining, want, read, book, surf, get, email, like, unit]	{'great': 1, 'tablet': 2, 'looking': 1, 'expensive': 1, 'like': 2, 'mini': 1, 'notebook': 2, 'computer': 1, 'already': 1, 'high': 1, 'end': 1, 'wanted': 2, 'something': 1, 'portable': 1, 'combersome': 1, 'take': 2, 'trip': 1, 'go': 2, 'coffee': 1, 'shop': 1, 'etc': 1, 'ability': 1, 'get': 2, 'email': 2, 'limited': 1, 'surfing': 1, 'read': 3, 'book': 2, 'nook': 2, 'work': 1, 'flawlessly': 1, 'display': 1, 'really': 1, 'nice': 1, 'n': 1, 'protocol': 1, 'router': 1, 'quick': 1, 'net': 1, 'negative': 1, 'review': 1, 'appear': 1, 'written': 1, 'folk': 1, 'want': 2, 'unit': 4, 'turn': 1, 'various': 1, 'apps': 1, 'application': 1, 'news': 1, 'flash': 1, 'naysayer': 1, 'buy': 1, 'quit': 1, 'complaining': 1, 'surf': 1}
27	A2ILMCJBXWF5TS	1400501466	Steve "Steve (Walnut Creek, CA, USA)"	1	2012-01-02	Very Limited Unless You Modify It Update 2-Sep-13:Put on CM 10.2.2 (Android 4.2.2) last week. I've got to say, it's nice. Fonts are small, though one could choose dpi if they had visual issues (google this). Netflix works, and the UI is really quite nice - pretty much no need for Button Savior, battery life is same as CM7. In general I like it better than CM7. My major hardware dislikes are headphone jack requires a little wiggling sometimes, no BT, no GPS. Seems to charge fine with a normal cable.At this point I lean toward Samsung tablets - I like the IR and the microSD slot.===========================Update Jul 2012: I've installed Cyanogen 7, which works with button savior. I had trouble installing from .zip booting into recovery but was able to install without a hitch using a bootable microSD card. Fonts are sometimes a bit big, as is line spacing, but in general, CM7 frees you of the B&N; walled-ness, even as somewhat mitigated below. Netflix doesn't work, and Google Chrome won't run on Android 2.3. Headphone jack a bit intermittent - need to wiggle wire sometimes.===========================Original review, Dec. 2011.===========================First I give a summary, followed by the details if U are interested. I hope people will read reviews here, as, if you say much at all on B&N;'s site, they don't post your review and don't allow you to modify it so that U can post it!:A Nook Tablet could be quite good if you only want to:- Read ebooks purchased from B&N;- Browse the web on a tablet- Play a small selection of games, having to pay 3-4X normal Android/Apple pricesGet something else or modify it if U want to:- Buy a full selection of games/apps- Pay the same price for a game as U would on an iPhone/iPad, Android Phone buying from either the Android Marketplace or Amazon App Store.- Play music where U can sort by artist, album, genre, etc.- Play mpeg videos- Watch YouTubeIf U are willing to do a bit of work, you can do all this by modifying the device. I used it rooted with the modifications described below for 11 months, before installing Cyanogen 7.2 on it. This is a huge improvement over rooted with the below modifications - it's essentially a normal 7" Android tablet now.The Details:============My daughter got a Nook Tablet for Christmas 2011. She'd been saving for an iPad (~$500) but at the rate she was saving, we took pity after a year and a half.While she does read (and so do us parents), she also wanted to use it as a music player, and a movie watching device while away from wireless in the car, on a plane, etc, and she wanted to play some games.I did my reading and we seriously considered an iPad for the family with each of our 2 kids putting in $150 or so.I read about the Kindle Fire and Nook Tablet - the Fire only had 8GB of onboard storage at the time, and no micro SD slot. A deal-breaker. This was pre Samsung GalaxyTab, Nexus, etc. Since the Nook Tablet has 16GB and a micro SD slot, we went to a store to take a look. Sales guy was good, and the device hardware shows well. Once we got it home and were doing more reading about setup, we found the first of our issues:Issue #1: Onboard Memory========================Of the 16GB of storage, you can only place your own items in 1GB. The rest is for B&N-purchased; content. 1GB is not enough for a music collection, or any significant amount of video. A 32GB Class 4 micro-SD card was also in her stocking, having read about this ahead of time.Once she unwrapped it and we set it up (easy enough), annoyance #2 showed itself:Issue #2: App prices and quantity=================================2 Examples: Angry Birds and Fruit Ninja.- BN Market: $2.99, $3.95.- Amazon's Android Market: $0.99 (ad-free), with free ad-supported versions available- Android Market, $0.99 for either, plus free, ad-supported versions available.- Apple App Store, $0.99 and $0.99, plus free, ad-supported versions available.YouTube: free/pre-installed on all Android/Apple phones/tablets I know of, not available on the Nook Tablet, not in the Nook store.I didn't buy either game, but instead looked back to some of my pre-Christmas reading - U can load Amazon's Appstore without rooting the device, esp. if it's running v1.4.0 of the software. I got that working and bought $0.99 ad-free Fruit Ninja and Angry Birds. While I was at it, I side-loaded a few other apps by e-mailing them to myself and web-browsing to get them, and got usb drivers working on an XP laptop so I could sideload via adb over usb.I wasn't home for Christmas, but I did have my work laptop which has music on it. I copied some over and began to use the music player....Issue #3: Built-in Music Player Limitations===========================================The built-in music player in Android is decent - has been since Android 1.5 - the first version I used. U can, generally, sort by artist, album, etc, and the UI has dark backgrounds rather than white. The Nook built-in music player doesn't allow sort. For this, I didn't want to buy a music player, so I went ahead and rooted the device and installed Honeycomb's (Android 3.0's) music player, which is free. Also put the standard Android YouTube app on since I could now access the Android Market. The problem wasn't quite solved, because changes to the SD card (adding files) weren't recognized. I tried Winamp, Songbird and Android 4.0's music player when ICS came out. They had the same issue. TTPod does work - you can manually refresh at any time. I now run Cyanogen, whose music player (modified stock android to add gesture support) works just fine. They were aware of tablets when they wrote it.This is ironic - B&N; had to do actual work to make it much worse than using the normal android version, plus they had nice opportunities to improve on the experience of a phone due to the large screen - Cyanogen 7 Android supports gestures for music - do an arrow to the left like "<", say, and it'll go back a track. This would be great while driving.(Note that U can unroot by putting a copy of 1.4.0 on an SD card which, though I'm not sure, would probably allow you to return the device if U needed to).Issue #4: Built-in Video Player Limitations===========================================I'd also brought on my work laptop half a dozen videos I nabbed from our TiVos from which I stripped the commercials, saving them as mpg videos. These wouldn't play with the built-in player.I solved this with MX Player, free version, which plays them fine. U can do this only if U've installed Amazon's App Store or rooted and can access the Android Market. People out there are selling PC software to convert videos to a format Nook Tablet can use. No need - just get another video player. MX Player Tip: brightness control is an up/down swipe on the left hand side of the screen, volume on the right.Issue #5: UI Inflexibility==========================U can't add shortcuts to the desktop, and can't do much with the sliding apple-style bar either. For this, I installed App Manager (tough to find a .apk to sideload using adb, so I needed rooting and then got it from Android Market). This is a fantastic app and I don't use my GoLauncher screen much any more.Also, there's one physical button. Standard android buttons such as menu (right-click) and back aren't always around in the UI, and holding home doesn't bring up a list of open applications as it does in carrier or stock android. They should have put those standard 2 buttons on the device. Update after a month rooted: use Button Savior, which gives soft buttons with a flyout. Once in a while, you have to use NT Hidden Settings to check USB Debugging unless you use Cyanogen. Update post Cyanogen: CM7 can have soft buttons (back, menu, home, etc) displayed all the time, if desired, and has Button Savior installed as well.Issue #6: Can only charge with their charger/cable==================================================Nothing more to say. BlackBerries and Android phones in the house all can charge in the car or at all the computers by just connecting a cable. It charge very slowly, even if it doesn't tell you it is, when connected to a PC because or other charger. With some irony, B&N; has had to mail me both a charger and a cable this year due to breakage. If they could charge with any micro-USB cable, they wouldn't have to. Update post-Cyanogen: With Cyanogen, it charges with any micro-USB cable, though slowly unless it's the actual Nook stuff - there must be something in hardware.Issue #7: OTA update breaks all the niceness I've achieved==========================================================An OTA update, v1.4.1, will break the ability to mail yourself .apks to be used to enable non-BN apps to install and to enable debugging. I imagine U could have done these steps while on 1.4.0 and gotten sideloading via PC/adb to work, but U can't disable OTA updates. U can if you root, though, so I did, then used SQLite to modify a setting to only update when done manually. It'll never auto-update. Update post-Cyanogen: irrelevant now.Goodness #1: Hardware is pretty sweet=====================================Snappy, installs apps fine, opens them quickly, videos are fairly smooth, scrolling is pretty good (but not as nice as Apple's).Screen is great from angles, clear and bright.It's lightweight and can be held easily in one hand.Speaker is pretty loud - louder than any of our phones except maybe BlackBerry.Goodness #2: the Reading Aspect===============================The reading end of the device is well-implemented, though I give Amazon's original Kindle and all subsequent ones and advantage - an order of a book on an original kindle appeared on the device in less time than it took me to back out of the purchase UI. Doing so from the web is also very fast. A web order using a computer of a B&N; sample appeared about an hour later, but quite snappily when done from the device.Goodness #3: Books with Videos/Sound====================================Yes, these are available on Kindle Fire and iPads. I know. I do like the talking kid's books (reminds me of a LeapFrog Tag pen, but without the ability to touch words and hear them), and the free cookbook sample had a video of making a chocolate sauce. This is good for cooking! U can see what each stage is supposed to look like.Goodness #4: Good if U Root it, for $250========================================When rooted, it's a nice tablet + it has the B&N; connection, and it cost $250. It isn't an iPad (no cameras or BT), and it's half the price. Update Nov 2012: There are now a multitude of 7" tablets (ASUS, Samsung, Google) which get my recommendation.	52	57	69	[CM, UI, BT, GPS, IR, SD, SD, SD, BN, XP, UI, SD, ICS, SD, MX, PC, MX, UI, UI, NT, USB, PC, USB, USB, OTA, OTA, BN, PC, OTA, UI, BT, ASUS]	32	14	1	[limited, unless, modify, update, put, cm, android, last, week, got, say, nice, font, small, though, one, could, choose, dpi, visual, issue, google, netflix, work, ui, really, quite, nice, pretty, much, need, button, savior, battery, life, general, like, better, major, hardware, dislike, headphone, jack, requires, little, wiggling, sometimes, bt, gps, seems, charge, fine, normal, point, lean, toward, samsung, tablet, like, ir, microsd, jul, installed, cyanogen, work, button, savior, trouble, installing, booting, recovery, able, install, without, hitch, using, bootable, microsd, card, font, sometimes, bit, big, line, spacing, general, free, b, n, even, somewhat, mitigated, netflix, work, google, chrome, wo, run, android, headphone, ...]	{'limited': 1, 'unless': 3, 'modify': 4, 'update': 10, 'put': 3, 'cm': 1, 'android': 21, 'last': 1, 'week': 1, 'got': 6, 'say': 4, 'nice': 5, 'font': 2, 'small': 2, 'though': 5, 'one': 4, 'could': 6, 'choose': 1, 'dpi': 1, 'visual': 1, 'issue': 5, 'google': 3, 'netflix': 2, 'work': 10, 'ui': 5, 'really': 1, 'quite': 4, 'pretty': 4, 'much': 5, 'need': 3, 'button': 9, 'savior': 4, 'battery': 1, 'life': 1, 'general': 2, 'like': 4, 'better': 1, 'major': 1, 'hardware': 3, 'dislike': 1, 'headphone': 2, 'jack': 2, 'requires': 1, 'little': 1, 'wiggling': 1, 'sometimes': 2, 'bt': 2, 'gps': 1, 'seems': 1, 'charge': 6, 'fine': 4, 'normal': 4, 'point': 1, 'lean': 1, 'toward': 1, 'samsung': 3, 'tablet': 11, 'ir': 1, 'microsd': 2, 'jul': 1, 'installed': 5, 'cyanogen': 7, 'trouble': 1, 'installing': 2, 'booting': 1, 'recovery': 1, 'able': 1, 'install': 2, 'without': 3, 'hitch': 1, 'using': 4, 'bootable': 1, 'card': 4, 'bit': 3, 'big': 1, 'line': 1, 'spacing': 1, 'free': 7, 'b': 8, 'n': 7, 'even': 2, 'somewhat': 1, 'mitigated': 1, 'chrome': 1, 'wo': 1, 'run': 2, 'intermittent': 1, 'wiggle': 1, 'wire': 1, 'review': 3, 'give': 3, 'summary': 1, 'followed': 1, 'detail': 2, 'u': 18, 'interested': 1, 'hope': 1, 'people': 2, 'read': 5, 'site': 1, ...}
28	A3PIPAS3M7YLQC	1400501466	Stuart	3	2012-12-01	Not for senior citizens I own the original Nook e-ink reader and the Nook tablet. I have been happy with both. When I read all the wonderful reviews about the Nook HD+ I couldn't wait to buy one. The main reason that I bought the reader is that my vision has deteriorated over the years to where I need at least 16 point type. The availability of different sized type on the reader devices is very welcome. I use the tablet, not only for reading, but to watch Netflix movies while on my exercise bike. The Nook tablet works okay for that, but the larger display of the HD+ seemed that it would be an improvement. However, there are several problems with the current edition:There needed to be at least one more font size at the high-end. I had to choose between too small and too large.The sound level was too low, even with headphones. I could not find a Barnes and Noble application to provide better control over the volume. There are a number of third-party applications which used to work on the Nook tablet that are now locked out by the current OS version.So, in spite of the beautiful display, I reluctantly returned the HD+ to my local store. When planning future upgrades. I would advise Barnes & Noble to consider the needs of older customers and people with disabilities. We are not an insignificant market segment.	3	3	14	[HD, HD, OS, HD]	4	0	1	[senior, citizen, original, nook, reader, nook, tablet, happy, read, wonderful, review, nook, could, wait, buy, one, main, reason, bought, reader, vision, deteriorated, year, need, least, point, type, availability, different, sized, type, reader, device, welcome, use, tablet, reading, watch, netflix, movie, exercise, bike, nook, tablet, work, okay, larger, display, seemed, would, improvement, however, several, problem, current, edition, needed, least, one, font, size, choose, small, sound, level, low, even, headphone, could, find, barnes, noble, application, provide, better, control, volume, number, application, used, work, nook, tablet, locked, current, o, spite, beautiful, display, reluctantly, returned, local, store, planning, future, upgrade, would, advise, barnes, noble, ...]	{'senior': 1, 'citizen': 1, 'original': 1, 'nook': 5, 'reader': 3, 'tablet': 4, 'happy': 1, 'read': 1, 'wonderful': 1, 'review': 1, 'could': 2, 'wait': 1, 'buy': 1, 'one': 2, 'main': 1, 'reason': 1, 'bought': 1, 'vision': 1, 'deteriorated': 1, 'year': 1, 'need': 2, 'least': 2, 'point': 1, 'type': 2, 'availability': 1, 'different': 1, 'sized': 1, 'device': 1, 'welcome': 1, 'use': 1, 'reading': 1, 'watch': 1, 'netflix': 1, 'movie': 1, 'exercise': 1, 'bike': 1, 'work': 2, 'okay': 1, 'larger': 1, 'display': 2, 'seemed': 1, 'would': 2, 'improvement': 1, 'however': 1, 'several': 1, 'problem': 1, 'current': 2, 'edition': 1, 'needed': 1, 'font': 1, 'size': 1, 'choose': 1, 'small': 1, 'sound': 1, 'level': 1, 'low': 1, 'even': 1, 'headphone': 1, 'find': 1, 'barnes': 2, 'noble': 2, 'application': 2, 'provide': 1, 'better': 1, 'control': 1, 'volume': 1, 'number': 1, 'used': 1, 'locked': 1, 'o': 1, 'spite': 1, 'beautiful': 1, 'reluctantly': 1, 'returned': 1, 'local': 1, 'store': 1, 'planning': 1, 'future': 1, 'upgrade': 1, 'advise': 1, 'consider': 1, 'older': 1, 'customer': 1, 'people': 1, 'disability': 1, 'insignificant': 1, 'market': 1, 'segment': 1}
29	A1I0MV8SWXSWDQ	1400501466	William Karoly "Bill Karoly"	2	2011-12-01	Memory Card Issues It accepts up to 32gb micro sd cards but does not work properly with a 32gb card. Mine would not boot because the card used too much energy. That was the only issue I had. Customer service told me to unplug the card before booting up and then insert the card. I returned it and purchased a Samsung Galaxy Tab 7.0 plus.Funny thing is Barnes and Noble rrjected my review.	11	20	5	[]	0	0	0	[memory, card, issue, accepts, micro, sd, card, work, properly, card, mine, would, boot, card, used, much, energy, issue, customer, service, told, unplug, card, booting, insert, card, returned, purchased, samsung, galaxy, tab, thing, barnes, noble, rrjected, review]	{'memory': 1, 'card': 6, 'issue': 2, 'accepts': 1, 'micro': 1, 'sd': 1, 'work': 1, 'properly': 1, 'mine': 1, 'would': 1, 'boot': 1, 'used': 1, 'much': 1, 'energy': 1, 'customer': 1, 'service': 1, 'told': 1, 'unplug': 1, 'booting': 1, 'insert': 1, 'returned': 1, 'purchased': 1, 'samsung': 1, 'galaxy': 1, 'tab': 1, 'thing': 1, 'barnes': 1, 'noble': 1, 'rrjected': 1, 'review': 1}
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9970	A2KJJ3NUBVJHH	B0000AAAPF	Bronson E. Westlund "bigb"	2	2005-06-06	Worked good, but not for long. I bought this for my 60 gig ipod. It worked for about a month, then stopped working for some reason. Also my friend got one for her mini ipod, and it did the same thing. It works really good, then all of a sudden it doesn't work. I would buy this if it always worked, but it doesn't. Beware, don't buy!	1	7	7	[]	0	1	0	[worked, good, long, bought, gig, ipod, worked, month, stopped, working, reason, also, friend, got, one, mini, ipod, thing, work, really, good, sudden, work, would, buy, always, worked, beware, buy]	{'worked': 3, 'good': 2, 'long': 1, 'bought': 1, 'gig': 1, 'ipod': 2, 'month': 1, 'stopped': 1, 'working': 1, 'reason': 1, 'also': 1, 'friend': 1, 'got': 1, 'one': 1, 'mini': 1, 'thing': 1, 'work': 2, 'really': 1, 'sudden': 1, 'would': 1, 'buy': 2, 'always': 1, 'beware': 1}
9971	A2X3QZGY90UZM5	B0000AAAPF	BronzeOwl "BronzeOwl"	4	2005-01-08	Good performance for what it is - and it works! 1. The Griffin iTrip-Black FM Transmitter for iPod works with the White 3G dockable iPod 20GB.2. Being able to "chose any station on the FM dial" is a necessity in the large metropolitan areas such as Dallas, TX.3. The 12-hour battery life is more like 4 hours with the iTrip. Still that is a long trip and there are auto chargers for the iPod.4. It works with the car, motorcycle, home stereo, bedroom FM radio and the Bose in the computer room.5. It works fine in my Mazda, but be careful of the cars with a metallic film in the windshield such as a Lexus.6. When Griffin says "10 to 30 feet," think 10 feet.7. The iTrip comes pre-set at 87.9. One you install the Griffin software so you choose "any station on the FM dial," the lowest is 88.1 to 107.9 with 87.9 listed after 107.9.8. If you run your iPod "manual," you won't see the iTrip Stations Playlist on the iPod. You have to manually copy it from your iTunes Library to you iPod Playlists.9. The standard iTrip software only supports odd frequencies; e.g. 97.1, 97.3, 97.5, etc. If you go to another country that supports even frequencies (97.2, 97.4, etc) be sure the FM radio will be able to tune odd as well as even frequencies. Otherwise, there is a special download for European stations from Griffin.10. When Griffin says 50% to 70% on the iPod volume, think 70% or even 80% if you can use it with no distortion.11. I think the frequency response is fine and sounds good. However; I also sample my MP3's at 128kBits/s and think they sound good too. :-)	3	3	21	[FM, FM, TX, FM, FM, FM]	6	1	1	[good, performance, work, griffin, fm, transmitter, ipod, work, white, dockable, ipod, able, chose, station, fm, dial, necessity, large, metropolitan, area, dallas, battery, life, like, hour, itrip, still, long, trip, auto, charger, work, car, motorcycle, home, stereo, bedroom, fm, radio, bose, computer, work, fine, mazda, careful, car, metallic, film, windshield, griffin, say, foot, think, itrip, come, one, install, griffin, software, choose, station, fm, dial, lowest, listed, run, ipod, manual, wo, see, itrip, station, playlist, ipod, manually, copy, itunes, library, ipod, standard, itrip, software, support, odd, frequency, etc, go, another, country, support, even, frequency, etc, sure, fm, radio, able, tune, odd, well, ...]	{'good': 3, 'performance': 1, 'work': 4, 'griffin': 4, 'fm': 5, 'transmitter': 1, 'ipod': 6, 'white': 1, 'dockable': 1, 'able': 2, 'chose': 1, 'station': 4, 'dial': 2, 'necessity': 1, 'large': 1, 'metropolitan': 1, 'area': 1, 'dallas': 1, 'battery': 1, 'life': 1, 'like': 1, 'hour': 1, 'itrip': 4, 'still': 1, 'long': 1, 'trip': 1, 'auto': 1, 'charger': 1, 'car': 2, 'motorcycle': 1, 'home': 1, 'stereo': 1, 'bedroom': 1, 'radio': 2, 'bose': 1, 'computer': 1, 'fine': 2, 'mazda': 1, 'careful': 1, 'metallic': 1, 'film': 1, 'windshield': 1, 'say': 2, 'foot': 1, 'think': 4, 'come': 1, 'one': 1, 'install': 1, 'software': 2, 'choose': 1, 'lowest': 1, 'listed': 1, 'run': 1, 'manual': 1, 'wo': 1, 'see': 1, 'playlist': 1, 'manually': 1, 'copy': 1, 'itunes': 1, 'library': 1, 'standard': 1, 'support': 2, 'odd': 2, 'frequency': 4, 'etc': 2, 'go': 1, 'another': 1, 'country': 1, 'even': 3, 'sure': 1, 'tune': 1, 'well': 1, 'otherwise': 1, 'special': 1, 'download': 1, 'european': 1, 'volume': 1, 'use': 1, 'response': 1, 'sound': 2, 'however': 1, 'also': 1, 'sample': 1}
9972	AX8SWWB9837TA	B0000AAAPF	Chris Peters	2	2003-11-18	Nice little addon, but the Technology isn't quite there yet From what I've seen, the iTrip is the best FM Transmitter for the iPod, but that doesn't mean it's good, or even does what you need it to do.Sadly, I get faint radio static from the iTrip no matter where I place it in my car, and when I drive around, the music might fade completely to static. This is distracting, and while you might get used to it, I personally didn't play $50 to have my iPod sounding like a record player. I get much better performance from a cheap $10 tape adapter. Long road trips will force you to change the radio frequency often, and while the iTrip thankfully while let you use any frequency you want to, setting a new one is too complicated to do singlehanded while driving by yourself. Driving through a big city (or even living in one) will leave you totally frustrated. The little add-on looks cool sitting atop you iPod, and runs off the iPod's batteries and not AAs like some others, but overall I just can't recommend it to anyone unless you absolutely have no other option, especially if you live in a big city with crowded airwaves.	18	19	6	[FM]	1	0	1	[nice, little, addon, technology, quite, yet, seen, itrip, best, fm, transmitter, ipod, mean, good, even, need, get, faint, radio, static, itrip, matter, place, car, drive, around, music, might, fade, completely, static, distracting, might, get, used, personally, play, ipod, sounding, like, record, player, get, much, better, performance, cheap, tape, adapter, long, road, trip, force, change, radio, frequency, often, itrip, thankfully, let, use, frequency, want, setting, new, one, complicated, singlehanded, driving, driving, big, city, even, living, one, leave, totally, frustrated, little, look, cool, sitting, atop, ipod, run, ipod, battery, aa, like, others, overall, ca, recommend, anyone, unless, absolutely, option, especially, live, big, ...]	{'nice': 1, 'little': 2, 'addon': 1, 'technology': 1, 'quite': 1, 'yet': 1, 'seen': 1, 'itrip': 3, 'best': 1, 'fm': 1, 'transmitter': 1, 'ipod': 4, 'mean': 1, 'good': 1, 'even': 2, 'need': 1, 'get': 3, 'faint': 1, 'radio': 2, 'static': 2, 'matter': 1, 'place': 1, 'car': 1, 'drive': 1, 'around': 1, 'music': 1, 'might': 2, 'fade': 1, 'completely': 1, 'distracting': 1, 'used': 1, 'personally': 1, 'play': 1, 'sounding': 1, 'like': 2, 'record': 1, 'player': 1, 'much': 1, 'better': 1, 'performance': 1, 'cheap': 1, 'tape': 1, 'adapter': 1, 'long': 1, 'road': 1, 'trip': 1, 'force': 1, 'change': 1, 'frequency': 2, 'often': 1, 'thankfully': 1, 'let': 1, 'use': 1, 'want': 1, 'setting': 1, 'new': 1, 'one': 2, 'complicated': 1, 'singlehanded': 1, 'driving': 2, 'big': 2, 'city': 2, 'living': 1, 'leave': 1, 'totally': 1, 'frustrated': 1, 'look': 1, 'cool': 1, 'sitting': 1, 'atop': 1, 'run': 1, 'battery': 1, 'aa': 1, 'others': 1, 'overall': 1, 'ca': 1, 'recommend': 1, 'anyone': 1, 'unless': 1, 'absolutely': 1, 'option': 1, 'especially': 1, 'live': 1, 'crowded': 1, 'airwave': 1}
9973	A1AZCAHQEUZBR4	B0000AAAPF	CJVarady "prestonpages"	3	2004-01-13	Good design with so-so performance I've seen the bad reviews and I've seen the raves on this. My opinion falls somewhere in the middle.First off, let me debunk the positive rave reviews and/or Griffin Technology's description. This is not the coolest device on earth. It is merely an adequate means to listen to the songs on your iPod without wires.I live in Detroit where there are many radio stations cluttering the frequencies. Griffin suggests the best reception and seperation is found in the middle of the dial (98-102-ish). Unfortunately, this is where most major markets have their stations. FM sound quality is substandard to begin with and the iTrip's sound quality is somewhere below FM quality. When I started on iTrip's default frequency(87.7 or 9) - I was supremely disappointed as the sound was a bit better than a transistor radio. However, going toward the bandwidth middle it gets better. I have to turn down the bass and increase the treble just to get decent sound. You also need to keep the iPod close to your head unit. Moving it a few feet gets me static.Bottom line: If you're a sound afficionado - you'll hate this thing. If you realize that you can't expect greatness out of radio - this may suffice.Despite the poor rating "rant" above, I realize what a nice "wonder" this thing really is and for the cost of a couple CD's, it is hard for me to hate this thing. If it cost a few bucks more, I'd probably hate it. I find it useful for previewing my latest downloads that I haven't had time to hear at home yet. Better yet, I use it at work on my desktop boombox (where sound quality isn't that great to begin with) and I'm quite pleased. I've yet to try it in less crowded radio markets and hope it will deliver better sound but I'll have to wait for that review. I've also yet to compare it with a cassette adapter but will do so when more time permits.Set up was not hard at all as other reviews have warned. In fact, I've eliminated all the "taken" frequencies in my area in iTunes so that I've less to choose from when changing frequencies.In Detroit area, I've had pretty good success on 101.5 frequency.	15	15	19	[FM, FM, CD]	3	0	1	[good, design, performance, seen, bad, review, seen, raf, opinion, fall, somewhere, let, debunk, positive, rave, review, griffin, technology, description, coolest, device, earth, merely, adequate, mean, listen, song, ipod, without, live, detroit, many, radio, station, cluttering, frequency, griffin, suggests, best, reception, seperation, found, middle, dial, unfortunately, major, market, station, fm, sound, quality, substandard, begin, itrip, sound, quality, somewhere, fm, quality, started, itrip, default, frequency, supremely, disappointed, sound, bit, better, transistor, radio, however, going, toward, bandwidth, middle, get, better, turn, bass, increase, treble, get, decent, sound, also, need, keep, ipod, close, head, unit, moving, foot, get, line, sound, afficionado, hate, thing, realize, ...]	{'good': 2, 'design': 1, 'performance': 1, 'seen': 2, 'bad': 1, 'review': 4, 'raf': 1, 'opinion': 1, 'fall': 1, 'somewhere': 2, 'let': 1, 'debunk': 1, 'positive': 1, 'rave': 1, 'griffin': 2, 'technology': 1, 'description': 1, 'coolest': 1, 'device': 1, 'earth': 1, 'merely': 1, 'adequate': 1, 'mean': 1, 'listen': 1, 'song': 1, 'ipod': 2, 'without': 1, 'live': 1, 'detroit': 2, 'many': 1, 'radio': 4, 'station': 2, 'cluttering': 1, 'frequency': 4, 'suggests': 1, 'best': 1, 'reception': 1, 'seperation': 1, 'found': 1, 'middle': 2, 'dial': 1, 'unfortunately': 1, 'major': 1, 'market': 2, 'fm': 2, 'sound': 7, 'quality': 4, 'substandard': 1, 'begin': 2, 'itrip': 2, 'started': 1, 'default': 1, 'supremely': 1, 'disappointed': 1, 'bit': 1, 'better': 4, 'transistor': 1, 'however': 1, 'going': 1, 'toward': 1, 'bandwidth': 1, 'get': 3, 'turn': 1, 'bass': 1, 'increase': 1, 'treble': 1, 'decent': 1, 'also': 2, 'need': 1, 'keep': 1, 'close': 1, 'head': 1, 'unit': 1, 'moving': 1, 'foot': 1, 'line': 1, 'afficionado': 1, 'hate': 3, 'thing': 3, 'realize': 2, 'ca': 1, 'expect': 1, 'greatness': 1, 'may': 1, 'poor': 1, 'rating': 1, 'quot': 6, 'rant': 1, 'nice': 1, 'wonder': 1, 'really': 1, 'cost': 2, 'couple': 1, 'cd': 1, 'hard': 2, 'buck': 1, 'probably': 1, 'find': 1, 'useful': 1, 'previewing': 1, ...}
9974	A23GFTVIETX7DS	B0000AAAPF	Debbie Lee Wesselmann	3	2006-01-03	Already Out of Date for the Newest IPods This model of the Griffin iTrip is for the first and second generation click-wheel iPods that have two holes (round and oblong) on the top of the device. It works well if you are traveling in an area without a lot of overlapping radio stations at the lower end of the FM dial. A long trip through several major metropolitan areas will likely be a pain since you have to re-tune the transmitter whenever voices or music are transmitted over the same frequency. You must download the iTrip frequencies onto the iPod as a playlist, then select a different empty frequency. Forget it if you are driving alone.The pros are: a. It's small, lightweight, and easy to attach b. It's wireless c. The sound transmission is great as long as the frequency is openIf you use the shuffle feature a lot, you will hate the iTrip, as the frequencies show up as songs during a shuffle. With a lot of music downloading onto the iPod, the odds aren't great that one of these "songs" will crop up, but it's a pain when they do.I recommend getting a cassette adaptor for longer trips or for those who shuffle a lot. For those using the iPod mostly within an proscribed area with a consistent empty frequency, the iTrip is much more convenient than other options. You might want to look at Griffin's newest iTrip which allows you to change the frequencies from the device itself, without having to download the stations as "songs"; this LCD model fits the newer video-capable iPods, although it connects instead on the bottom of the device, making it impossible to play and charge at the same time.	6	6	10	[FM, LCD]	2	0	1	[already, date, newest, ipod, model, griffin, itrip, first, second, generation, ipod, two, hole, round, oblong, top, device, work, well, traveling, area, without, lot, overlapping, radio, station, lower, end, fm, dial, long, trip, several, major, metropolitan, area, likely, pain, since, transmitter, whenever, voice, music, transmitted, frequency, must, download, itrip, frequency, onto, ipod, playlist, select, different, empty, frequency, forget, driving, pro, small, lightweight, easy, attach, b, wireless, sound, transmission, great, long, frequency, openif, use, shuffle, feature, lot, hate, itrip, frequency, show, song, shuffle, lot, music, downloading, onto, ipod, odds, great, one, song, crop, pain, recommend, getting, cassette, adaptor, longer, trip, shuffle, lot, ...]	{'already': 1, 'date': 1, 'newest': 2, 'ipod': 6, 'model': 2, 'griffin': 2, 'itrip': 5, 'first': 1, 'second': 1, 'generation': 1, 'two': 1, 'hole': 1, 'round': 1, 'oblong': 1, 'top': 1, 'device': 3, 'work': 1, 'well': 1, 'traveling': 1, 'area': 3, 'without': 2, 'lot': 4, 'overlapping': 1, 'radio': 1, 'station': 2, 'lower': 1, 'end': 1, 'fm': 1, 'dial': 1, 'long': 2, 'trip': 2, 'several': 1, 'major': 1, 'metropolitan': 1, 'likely': 1, 'pain': 2, 'since': 1, 'transmitter': 1, 'whenever': 1, 'voice': 1, 'music': 2, 'transmitted': 1, 'frequency': 7, 'must': 1, 'download': 2, 'onto': 2, 'playlist': 1, 'select': 1, 'different': 1, 'empty': 2, 'forget': 1, 'driving': 1, 'pro': 1, 'small': 1, 'lightweight': 1, 'easy': 1, 'attach': 1, 'b': 1, 'wireless': 1, 'sound': 1, 'transmission': 1, 'great': 2, 'openif': 1, 'use': 1, 'shuffle': 3, 'feature': 1, 'hate': 1, 'show': 1, 'song': 3, 'downloading': 1, 'odds': 1, 'one': 1, 'crop': 1, 'recommend': 1, 'getting': 1, 'cassette': 1, 'adaptor': 1, 'longer': 1, 'using': 1, 'mostly': 1, 'within': 1, 'proscribed': 1, 'consistent': 1, 'much': 1, 'convenient': 1, 'option': 1, 'might': 1, 'want': 1, 'look': 1, 'allows': 1, 'change': 1, 'lcd': 1, 'fit': 1, 'newer': 1, 'although': 1, 'connects': 1, 'instead': 1, 'bottom': 1, 'making': 1, 'impossible': 1, ...}
9975	A1EPXD0829IE73	B0000AAAPF	Dev Laur	1	2005-11-01	Doesnt work with iPOD video 30gb or 60gb OR Nano I cant review this items for how nice or crappy it is. But I can warn everyone looking to buy this item...it does NOT fit the newest iPOD video 30gb and 60gb models. It also doesnt NOT fit the iPOD Nano.	13	13	3	[OR, NOT, NOT]	3	0	1	[doesnt, work, ipod, video, nano, cant, review, item, nice, crappy, warn, everyone, looking, buy, item, fit, newest, ipod, video, model, also, doesnt, fit, ipod, nano]	{'doesnt': 2, 'work': 1, 'ipod': 3, 'video': 2, 'nano': 2, 'cant': 1, 'review': 1, 'item': 2, 'nice': 1, 'crappy': 1, 'warn': 1, 'everyone': 1, 'looking': 1, 'buy': 1, 'fit': 2, 'newest': 1, 'model': 1, 'also': 1}
9976	A18VG2ZSLA5367	B0000AAAPF	Disway "disway"	2	2005-03-11	doesn't work for everyone My initial excitement was put down minutes after I found out, the little cool looking device doesn't work well with my car!!! You'll have to put the unit right by the car antenna, which is unrealistic. I was very very disappointed. If you can try it out ahead of the time, do yourself a favorite and do it. Unless you like it so bad that you are willing to go through some modifications with your car by running antenna extension wire to the front and all that. (I had an Integra and a TSX) Volume sucks too.	2	4	6	[TSX]	1	3	0	[work, everyone, initial, excitement, put, minute, found, little, cool, looking, device, work, well, car, put, unit, right, car, antenna, unrealistic, disappointed, try, ahead, time, favorite, unless, like, bad, willing, go, modification, car, running, antenna, extension, wire, front, integra, tsx, volume, suck]	{'work': 2, 'everyone': 1, 'initial': 1, 'excitement': 1, 'put': 2, 'minute': 1, 'found': 1, 'little': 1, 'cool': 1, 'looking': 1, 'device': 1, 'well': 1, 'car': 3, 'unit': 1, 'right': 1, 'antenna': 2, 'unrealistic': 1, 'disappointed': 1, 'try': 1, 'ahead': 1, 'time': 1, 'favorite': 1, 'unless': 1, 'like': 1, 'bad': 1, 'willing': 1, 'go': 1, 'modification': 1, 'running': 1, 'extension': 1, 'wire': 1, 'front': 1, 'integra': 1, 'tsx': 1, 'volume': 1, 'suck': 1}
9977	A1LX9GSMN66L7E	B0000AAAPF	Ellis Godard	1	2005-12-26	Worthless in Los Angeles I decided to try this, since my car stereo doesn't have a cassette deck or auxiliary input, and I wanted to listen to my iPod holdings in the car. I should have listened to other reviewers: This is WORTHLESS in Los Angeles. There are basically NO open frequencies on the dial, and the sound was garbage when it did transmit. I'm returning it, and planning to either have a mechanic install an auxiliary cable or have an electronics retailer install a stereo with an auxiliary input.	3	4	4	[WORTHLESS, NO]	2	0	1	[worthless, los, angeles, decided, try, since, car, stereo, cassette, deck, auxiliary, input, wanted, listen, ipod, holding, car, listened, reviewer, worthless, los, angeles, basically, open, frequency, dial, sound, garbage, transmit, returning, planning, either, mechanic, install, auxiliary, cable, electronics, retailer, install, stereo, auxiliary, input]	{'worthless': 2, 'los': 2, 'angeles': 2, 'decided': 1, 'try': 1, 'since': 1, 'car': 2, 'stereo': 2, 'cassette': 1, 'deck': 1, 'auxiliary': 3, 'input': 2, 'wanted': 1, 'listen': 1, 'ipod': 1, 'holding': 1, 'listened': 1, 'reviewer': 1, 'basically': 1, 'open': 1, 'frequency': 1, 'dial': 1, 'sound': 1, 'garbage': 1, 'transmit': 1, 'returning': 1, 'planning': 1, 'either': 1, 'mechanic': 1, 'install': 2, 'cable': 1, 'electronics': 1, 'retailer': 1}
9978	A2YEHH6O0R68QE	B0000AAAPF	Gerald Shifrin	2	2005-12-30	Broke in a week Worked fine with good quality FM sound, but the connector broke in less than one week with just a few hours use. Must be pretty bad quality control, since I saw another review with the same problem.	3	3	2	[FM]	1	0	1	[broke, week, worked, fine, good, quality, fm, sound, connector, broke, le, one, week, hour, use, must, pretty, bad, quality, control, since, saw, another, review, problem]	{'broke': 2, 'week': 2, 'worked': 1, 'fine': 1, 'good': 1, 'quality': 2, 'fm': 1, 'sound': 1, 'connector': 1, 'le': 1, 'one': 1, 'hour': 1, 'use': 1, 'must': 1, 'pretty': 1, 'bad': 1, 'control': 1, 'since': 1, 'saw': 1, 'another': 1, 'review': 1, 'problem': 1}